Dataset statistics
| Number of variables | 51 |
|---|---|
| Number of observations | 598978 |
| Missing cells | 510110 |
| Missing cells (%) | 1.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 845.4 MiB |
| Average record size in memory | 1.4 KiB |
Variable types
| NUM | 30 |
|---|---|
| CAT | 18 |
| BOOL | 3 |
Reproduction
| Analysis started | 2020-06-20 14:24:04.840586 |
|---|---|
| Analysis finished | 2020-06-20 14:31:49.681411 |
| Duration | 7 minutes and 44.84 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
policy_code has constant value "1.0" | Constant |
application_type has constant value "INDIVIDUAL" | Constant |
emp_title has a high cardinality: 235312 distinct values | High cardinality |
issue_d has a high cardinality: 96 distinct values | High cardinality |
title has a high cardinality: 60990 distinct values | High cardinality |
zip_code has a high cardinality: 901 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 677 distinct values | High cardinality |
last_pymnt_d has a high cardinality: 97 distinct values | High cardinality |
last_credit_pull_d has a high cardinality: 102 distinct values | High cardinality |
funded_amnt is highly correlated with loan_amnt and 2 other fields | High correlation |
loan_amnt is highly correlated with funded_amnt and 2 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 2 other fields | High correlation |
installment is highly correlated with loan_amnt and 2 other fields | High correlation |
out_prncp_inv is highly correlated with out_prncp | High correlation |
out_prncp is highly correlated with out_prncp_inv | High correlation |
total_pymnt_inv is highly correlated with total_pymnt and 1 other fields | High correlation |
total_pymnt is highly correlated with total_pymnt_inv and 1 other fields | High correlation |
total_rec_prncp is highly correlated with total_pymnt and 1 other fields | High correlation |
sub_grade is highly correlated with grade | High correlation |
grade is highly correlated with sub_grade | High correlation |
emp_title has 34465 (5.8%) missing values | Missing |
emp_length has 28105 (4.7%) missing values | Missing |
next_pymnt_d has 244687 (40.9%) missing values | Missing |
tot_coll_amt has 67313 (11.2%) missing values | Missing |
tot_cur_bal has 67313 (11.2%) missing values | Missing |
total_rev_hi_lim has 67313 (11.2%) missing values | Missing |
annual_inc is highly skewed (γ1 = 32.59676251) | Skewed |
collection_recovery_fee is highly skewed (γ1 = 23.99513225) | Skewed |
collections_12_mths_ex_med is highly skewed (γ1 = 24.52184047) | Skewed |
acc_now_delinq is highly skewed (γ1 = 28.43505937) | Skewed |
tot_coll_amt is highly skewed (γ1 = 706.75678) | Skewed |
total_rev_hi_lim is highly skewed (γ1 = 81.5153322) | Skewed |
df_index has unique values | Unique |
delinq_2yrs has 488733 (81.6%) zeros | Zeros |
inq_last_6mths has 324734 (54.2%) zeros | Zeros |
pub_rec has 513890 (85.8%) zeros | Zeros |
out_prncp has 244733 (40.9%) zeros | Zeros |
out_prncp_inv has 244733 (40.9%) zeros | Zeros |
total_rec_late_fee has 589426 (98.4%) zeros | Zeros |
recoveries has 574792 (96.0%) zeros | Zeros |
collection_recovery_fee has 575943 (96.2%) zeros | Zeros |
collections_12_mths_ex_med has 592719 (99.0%) zeros | Zeros |
acc_now_delinq has 596424 (99.6%) zeros | Zeros |
tot_coll_amt has 461105 (77.0%) zeros | Zeros |
| Distinct count | 598978 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 362407.7060359479 |
|---|---|
| Minimum | 0 |
| Maximum | 855968 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29948.85 |
| Q1 | 149744.25 |
| median | 299488.5 |
| Q3 | 449232.75 |
| 95-th percentile | 826019.15 |
| Maximum | 855968 |
| Range | 855968 |
| Interquartile range (IQR) | 299488.5 |
Descriptive statistics
| Standard deviation | 265636.0484 |
|---|---|
| Coefficient of variation (CV) | 0.7329757176 |
| Kurtosis | -0.9537473033 |
| Mean | 362407.706 |
| Median Absolute Deviation (MAD) | 149744.5 |
| Skewness | 0.6159415842 |
| Sum | 2.170742429e+11 |
| Variance | 7.056251021e+10 |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 224455 | 1 | < 0.1% | |
| 257239 | 1 | < 0.1% | |
| 255190 | 1 | < 0.1% | |
| 261333 | 1 | < 0.1% | |
| 259284 | 1 | < 0.1% | |
| 249043 | 1 | < 0.1% | |
| 246994 | 1 | < 0.1% | |
| 253137 | 1 | < 0.1% | |
| 251088 | 1 | < 0.1% | |
| 208079 | 1 | < 0.1% | |
| 206030 | 1 | < 0.1% | |
| 212173 | 1 | < 0.1% | |
| 210124 | 1 | < 0.1% | |
| 199883 | 1 | < 0.1% | |
| 197834 | 1 | < 0.1% | |
| 203977 | 1 | < 0.1% | |
| 234712 | 1 | < 0.1% | |
| 236761 | 1 | < 0.1% | |
| 230618 | 1 | < 0.1% | |
| 150755 | 1 | < 0.1% | |
| 138473 | 1 | < 0.1% | |
| 136424 | 1 | < 0.1% | |
| 158951 | 1 | < 0.1% | |
| 156902 | 1 | < 0.1% | |
| Other values (598953) | 598953 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 855968 | 1 | < 0.1% | |
| 855967 | 1 | < 0.1% | |
| 855966 | 1 | < 0.1% | |
| 855965 | 1 | < 0.1% | |
| 855964 | 1 | < 0.1% | |
| 855963 | 1 | < 0.1% | |
| 855962 | 1 | < 0.1% | |
| 855961 | 1 | < 0.1% | |
| 855960 | 1 | < 0.1% | |
| 855959 | 1 | < 0.1% |
| Distinct count | 1358 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14540.642519424753 |
|---|---|
| Minimum | 500.0 |
| Maximum | 35000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 3575 |
| Q1 | 8000 |
| median | 12600 |
| Q3 | 20000 |
| 95-th percentile | 31200 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 8336.476483 |
|---|---|
| Coefficient of variation (CV) | 0.5733224286 |
| Kurtosis | -0.1857360152 |
| Mean | 14540.64252 |
| Median Absolute Deviation (MAD) | 5400 |
| Skewness | 0.7082189625 |
| Sum | 8709524975 |
| Variance | 69496840.15 |
| Value | Count | Frequency (%) | |
| 10000 | 42134 | 7.0% | |
| 12000 | 33354 | 5.6% | |
| 15000 | 31067 | 5.2% | |
| 20000 | 30498 | 5.1% | |
| 35000 | 22846 | 3.8% | |
| 8000 | 19023 | 3.2% | |
| 6000 | 17720 | 3.0% | |
| 5000 | 17645 | 2.9% | |
| 16000 | 15691 | 2.6% | |
| 25000 | 15527 | 2.6% | |
| 18000 | 14901 | 2.5% | |
| 24000 | 13885 | 2.3% | |
| 30000 | 10783 | 1.8% | |
| 7000 | 9782 | 1.6% | |
| 28000 | 9516 | 1.6% | |
| 14000 | 8954 | 1.5% | |
| 21000 | 7909 | 1.3% | |
| 9000 | 7736 | 1.3% | |
| 4000 | 7413 | 1.2% | |
| 3000 | 6687 | 1.1% | |
| 13000 | 5310 | 0.9% | |
| 11000 | 4997 | 0.8% | |
| 9600 | 4707 | 0.8% | |
| 7200 | 4460 | 0.7% | |
| 17000 | 4075 | 0.7% | |
| Other values (1333) | 232358 | 38.8% |
| Value | Count | Frequency (%) | |
| 500 | 5 | < 0.1% | |
| 700 | 1 | < 0.1% | |
| 725 | 1 | < 0.1% | |
| 750 | 1 | < 0.1% | |
| 800 | 1 | < 0.1% | |
| 900 | 2 | < 0.1% | |
| 950 | 1 | < 0.1% | |
| 1000 | 1738 | 0.3% | |
| 1025 | 4 | < 0.1% | |
| 1050 | 13 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35000 | 22846 | 3.8% | |
| 34975 | 23 | < 0.1% | |
| 34950 | 4 | < 0.1% | |
| 34925 | 3 | < 0.1% | |
| 34900 | 7 | < 0.1% | |
| 34875 | 60 | < 0.1% | |
| 34850 | 5 | < 0.1% | |
| 34825 | 2 | < 0.1% | |
| 34800 | 42 | < 0.1% | |
| 34775 | 2 | < 0.1% |
| Distinct count | 1360 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14521.789030648872 |
|---|---|
| Minimum | 500.0 |
| Maximum | 35000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 3550 |
| Q1 | 8000 |
| median | 12525 |
| Q3 | 20000 |
| 95-th percentile | 31050 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 8327.529212 |
|---|---|
| Coefficient of variation (CV) | 0.5734506399 |
| Kurtosis | -0.1780301881 |
| Mean | 14521.78903 |
| Median Absolute Deviation (MAD) | 5475 |
| Skewness | 0.7111155588 |
| Sum | 8698232150 |
| Variance | 69347742.77 |
| Value | Count | Frequency (%) | |
| 10000 | 42041 | 7.0% | |
| 12000 | 33263 | 5.6% | |
| 15000 | 30955 | 5.2% | |
| 20000 | 30317 | 5.1% | |
| 35000 | 22708 | 3.8% | |
| 8000 | 19010 | 3.2% | |
| 6000 | 17710 | 3.0% | |
| 5000 | 17633 | 2.9% | |
| 16000 | 15610 | 2.6% | |
| 25000 | 15268 | 2.5% | |
| 18000 | 14827 | 2.5% | |
| 24000 | 13798 | 2.3% | |
| 30000 | 10736 | 1.8% | |
| 7000 | 9773 | 1.6% | |
| 28000 | 9494 | 1.6% | |
| 14000 | 8924 | 1.5% | |
| 21000 | 7889 | 1.3% | |
| 9000 | 7725 | 1.3% | |
| 4000 | 7410 | 1.2% | |
| 3000 | 6679 | 1.1% | |
| 13000 | 5298 | 0.9% | |
| 11000 | 4998 | 0.8% | |
| 9600 | 4699 | 0.8% | |
| 7200 | 4461 | 0.7% | |
| 17000 | 4058 | 0.7% | |
| Other values (1335) | 233694 | 39.0% |
| Value | Count | Frequency (%) | |
| 500 | 5 | < 0.1% | |
| 700 | 1 | < 0.1% | |
| 725 | 1 | < 0.1% | |
| 750 | 1 | < 0.1% | |
| 800 | 1 | < 0.1% | |
| 900 | 2 | < 0.1% | |
| 950 | 1 | < 0.1% | |
| 1000 | 1739 | 0.3% | |
| 1025 | 4 | < 0.1% | |
| 1050 | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35000 | 22708 | 3.8% | |
| 34975 | 23 | < 0.1% | |
| 34950 | 4 | < 0.1% | |
| 34925 | 3 | < 0.1% | |
| 34900 | 7 | < 0.1% | |
| 34875 | 60 | < 0.1% | |
| 34850 | 5 | < 0.1% | |
| 34825 | 2 | < 0.1% | |
| 34800 | 41 | < 0.1% | |
| 34775 | 2 | < 0.1% |
| Distinct count | 8817 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14478.973948221226 |
|---|---|
| Minimum | 0.0 |
| Maximum | 35000.0 |
| Zeros | 129 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3500 |
| Q1 | 8000 |
| median | 12500 |
| Q3 | 20000 |
| 95-th percentile | 31000 |
| Maximum | 35000 |
| Range | 35000 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 8337.695086 |
|---|---|
| Coefficient of variation (CV) | 0.5758484763 |
| Kurtosis | -0.1768054425 |
| Mean | 14478.97395 |
| Median Absolute Deviation (MAD) | 5500 |
| Skewness | 0.7096850589 |
| Sum | 8672586858 |
| Variance | 69517159.35 |
| Value | Count | Frequency (%) | |
| 10000 | 37624 | 6.3% | |
| 12000 | 29367 | 4.9% | |
| 15000 | 26796 | 4.5% | |
| 20000 | 25494 | 4.3% | |
| 35000 | 18907 | 3.2% | |
| 8000 | 17348 | 2.9% | |
| 5000 | 16415 | 2.7% | |
| 6000 | 16413 | 2.7% | |
| 16000 | 13421 | 2.2% | |
| 18000 | 12672 | 2.1% | |
| 25000 | 12630 | 2.1% | |
| 24000 | 11604 | 1.9% | |
| 7000 | 8924 | 1.5% | |
| 30000 | 8820 | 1.5% | |
| 28000 | 8115 | 1.4% | |
| 14000 | 7775 | 1.3% | |
| 4000 | 6938 | 1.2% | |
| 9000 | 6909 | 1.2% | |
| 21000 | 6677 | 1.1% | |
| 3000 | 6348 | 1.1% | |
| 13000 | 4625 | 0.8% | |
| 11000 | 4487 | 0.7% | |
| 9600 | 4242 | 0.7% | |
| 7200 | 4118 | 0.7% | |
| 17000 | 3489 | 0.6% | |
| Other values (8792) | 278820 | 46.5% |
| Value | Count | Frequency (%) | |
| 0 | 129 | < 0.1% | |
| 0.000121098108 | 1 | < 0.1% | |
| 0.000531133069 | 1 | < 0.1% | |
| 0.000654606955 | 1 | < 0.1% | |
| 0.001867695804 | 1 | < 0.1% | |
| 0.00196309265 | 1 | < 0.1% | |
| 0.001966974015 | 1 | < 0.1% | |
| 0.002251737537 | 1 | < 0.1% | |
| 0.002283598321 | 1 | < 0.1% | |
| 0.002373058247 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35000 | 18907 | 3.2% | |
| 34997.35245 | 1 | < 0.1% | |
| 34995.37946 | 1 | < 0.1% | |
| 34993.65539 | 1 | < 0.1% | |
| 34993.32571 | 1 | < 0.1% | |
| 34993.26306 | 1 | < 0.1% | |
| 34993.19696 | 1 | < 0.1% | |
| 34992.98044 | 1 | < 0.1% | |
| 34992.76781 | 1 | < 0.1% | |
| 34992.48861 | 1 | < 0.1% |
term
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| 36 months | |
|---|---|
| 60 months |
| Value | Count | Frequency (%) | |
| 36 months | 427239 | 71.3% | |
| 60 months | 171739 | 28.7% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1197956 | 20.0% | ||
| 6 | 598978 | 10.0% | |
| m | 598978 | 10.0% | |
| o | 598978 | 10.0% | |
| n | 598978 | 10.0% | |
| t | 598978 | 10.0% | |
| h | 598978 | 10.0% | |
| s | 598978 | 10.0% | |
| 3 | 427239 | 7.1% | |
| 0 | 171739 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 3593868 | 60.0% | |
| Space Separator | 1197956 | 20.0% | |
| Decimal Number | 1197956 | 20.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1197956 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 6 | 598978 | 50.0% | |
| 3 | 427239 | 35.7% | |
| 0 | 171739 | 14.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| m | 598978 | 16.7% | |
| o | 598978 | 16.7% | |
| n | 598978 | 16.7% | |
| t | 598978 | 16.7% | |
| h | 598978 | 16.7% | |
| s | 598978 | 16.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 3593868 | 60.0% | |
| Common | 2395912 | 40.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1197956 | 50.0% | ||
| 6 | 598978 | 25.0% | |
| 3 | 427239 | 17.8% | |
| 0 | 171739 | 7.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| m | 598978 | 16.7% | |
| o | 598978 | 16.7% | |
| n | 598978 | 16.7% | |
| t | 598978 | 16.7% | |
| h | 598978 | 16.7% | |
| s | 598978 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 5989780 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1197956 | 20.0% | ||
| 6 | 598978 | 10.0% | |
| m | 598978 | 10.0% | |
| o | 598978 | 10.0% | |
| n | 598978 | 10.0% | |
| t | 598978 | 10.0% | |
| h | 598978 | 10.0% | |
| s | 598978 | 10.0% | |
| 3 | 427239 | 7.1% | |
| 0 | 171739 | 2.9% |
int_rate
Real number (ℝ≥0)
| Distinct count | 502 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.520910684532652 |
|---|---|
| Minimum | 5.32 |
| Maximum | 28.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 5.32 |
|---|---|
| 5-th percentile | 6.68 |
| Q1 | 10.16 |
| median | 13.33 |
| Q3 | 16.29 |
| 95-th percentile | 21.48 |
| Maximum | 28.99 |
| Range | 23.67 |
| Interquartile range (IQR) | 6.13 |
Descriptive statistics
| Standard deviation | 4.37096073 |
|---|---|
| Coefficient of variation (CV) | 0.3232741368 |
| Kurtosis | -0.231897829 |
| Mean | 13.52091068 |
| Median Absolute Deviation (MAD) | 2.96 |
| Skewness | 0.3851112397 |
| Sum | 8098728.04 |
| Variance | 19.1052977 |
| Value | Count | Frequency (%) | |
| 10.99 | 20898 | 3.5% | |
| 12.99 | 18026 | 3.0% | |
| 15.61 | 16890 | 2.8% | |
| 11.99 | 12307 | 2.1% | |
| 8.9 | 11310 | 1.9% | |
| 6.03 | 10706 | 1.8% | |
| 9.17 | 10696 | 1.8% | |
| 17.57 | 10643 | 1.8% | |
| 16.29 | 10230 | 1.7% | |
| 7.9 | 10015 | 1.7% | |
| 14.99 | 9718 | 1.6% | |
| 12.49 | 9465 | 1.6% | |
| 13.98 | 9446 | 1.6% | |
| 12.12 | 9335 | 1.6% | |
| 16.99 | 9072 | 1.5% | |
| 13.11 | 8329 | 1.4% | |
| 15.31 | 8116 | 1.4% | |
| 9.99 | 7816 | 1.3% | |
| 13.35 | 7482 | 1.2% | |
| 13.99 | 7408 | 1.2% | |
| 12.69 | 7098 | 1.2% | |
| 11.67 | 7070 | 1.2% | |
| 14.33 | 7048 | 1.2% | |
| 18.25 | 7025 | 1.2% | |
| 14.49 | 6965 | 1.2% | |
| Other values (477) | 345864 | 57.7% |
| Value | Count | Frequency (%) | |
| 5.32 | 488 | 0.1% | |
| 5.42 | 573 | 0.1% | |
| 5.79 | 410 | 0.1% | |
| 5.93 | 1802 | 0.3% | |
| 5.99 | 347 | 0.1% | |
| 6 | 104 | < 0.1% | |
| 6.03 | 10706 | 1.8% | |
| 6.17 | 252 | < 0.1% | |
| 6.24 | 401 | 0.1% | |
| 6.39 | 2647 | 0.4% |
| Value | Count | Frequency (%) | |
| 28.99 | 1 | < 0.1% | |
| 28.49 | 6 | < 0.1% | |
| 27.88 | 7 | < 0.1% | |
| 27.31 | 10 | < 0.1% | |
| 26.77 | 15 | < 0.1% | |
| 26.06 | 316 | 0.1% | |
| 25.99 | 345 | 0.1% | |
| 25.89 | 545 | 0.1% | |
| 25.83 | 728 | 0.1% | |
| 25.8 | 944 | 0.2% |
| Distinct count | 60966 |
|---|---|
| Unique (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 434.56205778843315 |
|---|---|
| Minimum | 15.69 |
| Maximum | 1409.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 15.69 |
|---|---|
| 5-th percentile | 118.52 |
| Q1 | 259.6425 |
| median | 381.84 |
| Q3 | 568.9 |
| 95-th percentile | 899.15 |
| Maximum | 1409.99 |
| Range | 1394.3 |
| Interquartile range (IQR) | 309.2575 |
Descriptive statistics
| Standard deviation | 242.8927094 |
|---|---|
| Coefficient of variation (CV) | 0.5589367619 |
| Kurtosis | 0.7492534298 |
| Mean | 434.5620578 |
| Median Absolute Deviation (MAD) | 146.11 |
| Skewness | 0.9453419785 |
| Sum | 260293112.3 |
| Variance | 58996.8683 |
| Value | Count | Frequency (%) | |
| 327.34 | 1592 | 0.3% | |
| 336.9 | 1311 | 0.2% | |
| 491.01 | 1138 | 0.2% | |
| 332.1 | 1137 | 0.2% | |
| 392.81 | 1125 | 0.2% | |
| 318.79 | 923 | 0.2% | |
| 654.68 | 904 | 0.2% | |
| 304.36 | 842 | 0.1% | |
| 317.54 | 841 | 0.1% | |
| 332.72 | 815 | 0.1% | |
| 261.88 | 809 | 0.1% | |
| 196.41 | 799 | 0.1% | |
| 163.67 | 793 | 0.1% | |
| 608.72 | 761 | 0.1% | |
| 334.49 | 760 | 0.1% | |
| 337.47 | 757 | 0.1% | |
| 498.15 | 737 | 0.1% | |
| 365.23 | 736 | 0.1% | |
| 635.07 | 728 | 0.1% | |
| 269.52 | 721 | 0.1% | |
| 456.54 | 718 | 0.1% | |
| 168.45 | 704 | 0.1% | |
| 404.27 | 698 | 0.1% | |
| 381.04 | 678 | 0.1% | |
| 289.34 | 677 | 0.1% | |
| Other values (60941) | 577274 | 96.4% |
| Value | Count | Frequency (%) | |
| 15.69 | 1 | < 0.1% | |
| 16.08 | 1 | < 0.1% | |
| 16.25 | 1 | < 0.1% | |
| 16.31 | 1 | < 0.1% | |
| 16.47 | 1 | < 0.1% | |
| 19.87 | 1 | < 0.1% | |
| 20.22 | 1 | < 0.1% | |
| 21.25 | 1 | < 0.1% | |
| 21.62 | 1 | < 0.1% | |
| 21.74 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1409.99 | 3 | < 0.1% | |
| 1408.13 | 4 | < 0.1% | |
| 1407.01 | 8 | < 0.1% | |
| 1406.45 | 9 | < 0.1% | |
| 1404.95 | 1 | < 0.1% | |
| 1402.17 | 4 | < 0.1% | |
| 1396.79 | 1 | < 0.1% | |
| 1391.41 | 4 | < 0.1% | |
| 1388.45 | 2 | < 0.1% | |
| 1382.36 | 9 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| B | |
|---|---|
| C | |
| A | |
| D | |
| E | |
| Other values (2) | 19455 |
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 598978 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 598978 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 598978 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
| Distinct count | 35 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| B3 | 39269 |
|---|---|
| B4 | 38735 |
| C1 | 35306 |
| C2 | 34923 |
| B2 | 33329 |
| Other values (30) |
| Value | Count | Frequency (%) | |
| B3 | 39269 | 6.6% | |
| B4 | 38735 | 6.5% | |
| C1 | 35306 | 5.9% | |
| C2 | 34923 | 5.8% | |
| B2 | 33329 | 5.6% | |
| C3 | 33020 | 5.5% | |
| B5 | 32735 | 5.5% | |
| C4 | 31765 | 5.3% | |
| A5 | 30307 | 5.1% | |
| B1 | 29351 | 4.9% | |
| C5 | 28107 | 4.7% | |
| A4 | 25170 | 4.2% | |
| D1 | 24542 | 4.1% | |
| D2 | 20997 | 3.5% | |
| D3 | 18547 | 3.1% | |
| D4 | 17638 | 2.9% | |
| A3 | 16473 | 2.8% | |
| A2 | 15089 | 2.5% | |
| D5 | 14630 | 2.4% | |
| A1 | 13688 | 2.3% | |
| E1 | 11870 | 2.0% | |
| E2 | 11074 | 1.8% | |
| E3 | 9055 | 1.5% | |
| E4 | 7586 | 1.3% | |
| E5 | 6317 | 1.1% | |
| Other values (10) | 19455 | 3.2% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| B | 173419 | 14.5% | |
| C | 163121 | 13.6% | |
| 4 | 123776 | 10.3% | |
| 1 | 120826 | 10.1% | |
| 3 | 120155 | 10.0% | |
| 2 | 119939 | 10.0% | |
| 5 | 114282 | 9.5% | |
| A | 100727 | 8.4% | |
| D | 96354 | 8.0% | |
| E | 45902 | 3.8% | |
| F | 15689 | 1.3% | |
| G | 3766 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 598978 | 50.0% | |
| Decimal Number | 598978 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 123776 | 20.7% | |
| 1 | 120826 | 20.2% | |
| 3 | 120155 | 20.1% | |
| 2 | 119939 | 20.0% | |
| 5 | 114282 | 19.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 598978 | 50.0% | |
| Common | 598978 | 50.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| B | 173419 | 29.0% | |
| C | 163121 | 27.2% | |
| A | 100727 | 16.8% | |
| D | 96354 | 16.1% | |
| E | 45902 | 7.7% | |
| F | 15689 | 2.6% | |
| G | 3766 | 0.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 123776 | 20.7% | |
| 1 | 120826 | 20.2% | |
| 3 | 120155 | 20.1% | |
| 2 | 119939 | 20.0% | |
| 5 | 114282 | 19.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1197956 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| B | 173419 | 14.5% | |
| C | 163121 | 13.6% | |
| 4 | 123776 | 10.3% | |
| 1 | 120826 | 10.1% | |
| 3 | 120155 | 10.0% | |
| 2 | 119939 | 10.0% | |
| 5 | 114282 | 9.5% | |
| A | 100727 | 8.4% | |
| D | 96354 | 8.0% | |
| E | 45902 | 3.8% | |
| F | 15689 | 1.3% | |
| G | 3766 | 0.3% |
| Distinct count | 235312 |
|---|---|
| Unique (%) | 41.7% |
| Missing | 34465 |
| Missing (%) | 5.8% |
| Memory size | 4.6 MiB |
| Teacher | 7971 |
|---|---|
| Manager | 6629 |
| Registered Nurse | 3315 |
| RN | 3233 |
| Supervisor | 2936 |
| Other values (235307) |
| Value | Count | Frequency (%) | |
| Teacher | 7971 | 1.3% | |
| Manager | 6629 | 1.1% | |
| Registered Nurse | 3315 | 0.6% | |
| RN | 3233 | 0.5% | |
| Supervisor | 2936 | 0.5% | |
| Owner | 2839 | 0.5% | |
| Sales | 2454 | 0.4% | |
| Project Manager | 2391 | 0.4% | |
| Office Manager | 2083 | 0.3% | |
| manager | 1956 | 0.3% | |
| Driver | 1938 | 0.3% | |
| General Manager | 1883 | 0.3% | |
| Director | 1823 | 0.3% | |
| teacher | 1794 | 0.3% | |
| owner | 1590 | 0.3% | |
| Engineer | 1568 | 0.3% | |
| President | 1524 | 0.3% | |
| driver | 1494 | 0.2% | |
| Vice President | 1378 | 0.2% | |
| Attorney | 1281 | 0.2% | |
| Accountant | 1237 | 0.2% | |
| Administrative Assistant | 1231 | 0.2% | |
| Operations Manager | 1227 | 0.2% | |
| supervisor | 1101 | 0.2% | |
| sales | 1078 | 0.2% | |
| Other values (235287) | 506559 | 84.6% | |
| (Missing) | 34465 | 5.8% |
Length
| Max length | 78 |
|---|---|
| Median length | 15 |
| Mean length | 15.67182768 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 923836 | 9.8% | |
| r | 722459 | 7.7% | |
| a | 721619 | 7.7% | |
| 713695 | 7.6% | ||
| n | 678259 | 7.2% | |
| i | 613372 | 6.5% | |
| t | 564616 | 6.0% | |
| o | 493153 | 5.3% | |
| s | 444260 | 4.7% | |
| c | 369958 | 3.9% | |
| l | 292791 | 3.1% | |
| g | 182697 | 1.9% | |
| u | 179518 | 1.9% | |
| S | 170773 | 1.8% | |
| p | 149565 | 1.6% | |
| d | 149359 | 1.6% | |
| m | 143780 | 1.5% | |
| C | 135673 | 1.4% | |
| h | 132436 | 1.4% | |
| A | 131614 | 1.4% | |
| M | 110884 | 1.2% | |
| y | 99971 | 1.1% | |
| f | 99235 | 1.1% | |
| v | 89881 | 1.0% | |
| P | 88002 | 0.9% | |
| Other values (100) | 985674 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 7193077 | 76.6% | |
| Uppercase Letter | 1393504 | 14.8% | |
| Space Separator | 713698 | 7.6% | |
| Other Punctuation | 66549 | 0.7% | |
| Decimal Number | 9159 | 0.1% | |
| Dash Punctuation | 8311 | 0.1% | |
| Open Punctuation | 1283 | < 0.1% | |
| Close Punctuation | 1249 | < 0.1% | |
| Math Symbol | 147 | < 0.1% | |
| Control | 39 | < 0.1% | |
| Modifier Symbol | 24 | < 0.1% | |
| Currency Symbol | 12 | < 0.1% | |
| Connector Punctuation | 11 | < 0.1% | |
| Other Symbol | 7 | < 0.1% | |
| Other Number | 7 | < 0.1% | |
| Format | 1 | < 0.1% | |
| Initial Punctuation | 1 | < 0.1% | |
| Final Punctuation | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 923836 | 12.8% | |
| r | 722459 | 10.0% | |
| a | 721619 | 10.0% | |
| n | 678259 | 9.4% | |
| i | 613372 | 8.5% | |
| t | 564616 | 7.8% | |
| o | 493153 | 6.9% | |
| s | 444260 | 6.2% | |
| c | 369958 | 5.1% | |
| l | 292791 | 4.1% | |
| g | 182697 | 2.5% | |
| u | 179518 | 2.5% | |
| p | 149565 | 2.1% | |
| d | 149359 | 2.1% | |
| m | 143780 | 2.0% | |
| h | 132436 | 1.8% | |
| y | 99971 | 1.4% | |
| f | 99235 | 1.4% | |
| v | 89881 | 1.2% | |
| k | 44957 | 0.6% | |
| w | 33972 | 0.5% | |
| b | 33758 | 0.5% | |
| x | 13916 | 0.2% | |
| j | 8698 | 0.1% | |
| z | 4026 | 0.1% | |
| Other values (5) | 2985 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 170773 | 12.3% | |
| C | 135673 | 9.7% | |
| A | 131614 | 9.4% | |
| M | 110884 | 8.0% | |
| P | 88002 | 6.3% | |
| T | 82533 | 5.9% | |
| E | 76159 | 5.5% | |
| R | 73915 | 5.3% | |
| I | 71106 | 5.1% | |
| D | 69249 | 5.0% | |
| O | 56366 | 4.0% | |
| N | 51053 | 3.7% | |
| L | 49350 | 3.5% | |
| B | 38127 | 2.7% | |
| F | 36404 | 2.6% | |
| H | 34965 | 2.5% | |
| G | 28584 | 2.1% | |
| U | 24598 | 1.8% | |
| V | 18638 | 1.3% | |
| W | 18047 | 1.3% | |
| K | 7398 | 0.5% | |
| J | 6855 | 0.5% | |
| Y | 6598 | 0.5% | |
| Q | 4191 | 0.3% | |
| X | 1454 | 0.1% | |
| Other values (6) | 968 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 713695 | > 99.9% | ||
| 3 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 26425 | 39.7% | |
| , | 13822 | 20.8% | |
| / | 13394 | 20.1% | |
| & | 9061 | 13.6% | |
| ' | 3329 | 5.0% | |
| # | 180 | 0.3% | |
| ; | 78 | 0.1% | |
| : | 67 | 0.1% | |
| ! | 44 | 0.1% | |
| \ | 42 | 0.1% | |
| " | 41 | 0.1% | |
| @ | 19 | < 0.1% | |
| * | 18 | < 0.1% | |
| ? | 13 | < 0.1% | |
| % | 12 | < 0.1% | |
| ¡ | 3 | < 0.1% | |
| ¶ | 1 | < 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 8311 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 1272 | 99.1% | |
| [ | 9 | 0.7% | |
| { | 2 | 0.2% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 1245 | 99.7% | |
| ] | 3 | 0.2% | |
| } | 1 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 2120 | 23.1% | |
| 2 | 1876 | 20.5% | |
| 3 | 1397 | 15.3% | |
| 4 | 760 | 8.3% | |
| 0 | 610 | 6.7% | |
| 5 | 593 | 6.5% | |
| 6 | 548 | 6.0% | |
| 9 | 477 | 5.2% | |
| 7 | 469 | 5.1% | |
| 8 | 309 | 3.4% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 116 | 78.9% | |
| | | 23 | 15.6% | |
| ~ | 4 | 2.7% | |
| ± | 2 | 1.4% | |
| < | 1 | 0.7% | |
| ¬ | 1 | 0.7% |
Most frequent Other Symbol characters
| Value | Count | Frequency (%) | |
| © | 7 | 100.0% |
Most frequent Modifier Symbol characters
| Value | Count | Frequency (%) | |
| ` | 24 | 100.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 11 | 100.0% |
Most frequent Other Number characters
| Value | Count | Frequency (%) | |
| ³ | 4 | 57.1% | |
| ² | 3 | 42.9% |
Most frequent Control characters
| Value | Count | Frequency (%) | |
| | 9 | 23.1% | |
| | 8 | 20.5% | |
| 7 | 17.9% | ||
| | 3 | 7.7% | |
| | 3 | 7.7% | |
| | 2 | 5.1% | |
| | 2 | 5.1% | |
| | 1 | 2.6% | |
| | 1 | 2.6% | |
| 1 | 2.6% | ||
| | 1 | 2.6% | |
| | 1 | 2.6% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 9 | 75.0% | |
| ¢ | 3 | 25.0% |
Most frequent Format characters
| Value | Count | Frequency (%) | |
| | 1 | 100.0% |
Most frequent Initial Punctuation characters
| Value | Count | Frequency (%) | |
| « | 1 | 100.0% |
Most frequent Final Punctuation characters
| Value | Count | Frequency (%) | |
| ’ | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8586581 | 91.5% | |
| Common | 800499 | 8.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 923836 | 10.8% | |
| r | 722459 | 8.4% | |
| a | 721619 | 8.4% | |
| n | 678259 | 7.9% | |
| i | 613372 | 7.1% | |
| t | 564616 | 6.6% | |
| o | 493153 | 5.7% | |
| s | 444260 | 5.2% | |
| c | 369958 | 4.3% | |
| l | 292791 | 3.4% | |
| g | 182697 | 2.1% | |
| u | 179518 | 2.1% | |
| S | 170773 | 2.0% | |
| p | 149565 | 1.7% | |
| d | 149359 | 1.7% | |
| m | 143780 | 1.7% | |
| C | 135673 | 1.6% | |
| h | 132436 | 1.5% | |
| A | 131614 | 1.5% | |
| M | 110884 | 1.3% | |
| y | 99971 | 1.2% | |
| f | 99235 | 1.2% | |
| v | 89881 | 1.0% | |
| P | 88002 | 1.0% | |
| T | 82533 | 1.0% | |
| Other values (36) | 816337 | 9.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 713695 | 89.2% | ||
| . | 26425 | 3.3% | |
| , | 13822 | 1.7% | |
| / | 13394 | 1.7% | |
| & | 9061 | 1.1% | |
| - | 8311 | 1.0% | |
| ' | 3329 | 0.4% | |
| 1 | 2120 | 0.3% | |
| 2 | 1876 | 0.2% | |
| 3 | 1397 | 0.2% | |
| ( | 1272 | 0.2% | |
| ) | 1245 | 0.2% | |
| 4 | 760 | 0.1% | |
| 0 | 610 | 0.1% | |
| 5 | 593 | 0.1% | |
| 6 | 548 | 0.1% | |
| 9 | 477 | 0.1% | |
| 7 | 469 | 0.1% | |
| 8 | 309 | < 0.1% | |
| # | 180 | < 0.1% | |
| + | 116 | < 0.1% | |
| ; | 78 | < 0.1% | |
| : | 67 | < 0.1% | |
| ! | 44 | < 0.1% | |
| \ | 42 | < 0.1% | |
| Other values (39) | 259 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 9386962 | > 99.9% | |
| None | 117 | < 0.1% | |
| Punctuation | 1 | < 0.1% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 923836 | 9.8% | |
| r | 722459 | 7.7% | |
| a | 721619 | 7.7% | |
| 713695 | 7.6% | ||
| n | 678259 | 7.2% | |
| i | 613372 | 6.5% | |
| t | 564616 | 6.0% | |
| o | 493153 | 5.3% | |
| s | 444260 | 4.7% | |
| c | 369958 | 3.9% | |
| l | 292791 | 3.1% | |
| g | 182697 | 1.9% | |
| u | 179518 | 1.9% | |
| S | 170773 | 1.8% | |
| p | 149565 | 1.6% | |
| d | 149359 | 1.6% | |
| m | 143780 | 1.5% | |
| C | 135673 | 1.4% | |
| h | 132436 | 1.4% | |
| A | 131614 | 1.4% | |
| M | 110884 | 1.2% | |
| y | 99971 | 1.1% | |
| f | 99235 | 1.1% | |
| v | 89881 | 1.0% | |
| P | 88002 | 0.9% | |
| Other values (68) | 985556 | 10.5% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| Ã | 29 | 24.8% | |
| Â | 12 | 10.3% | |
| | 9 | 7.7% | |
| â | 8 | 6.8% | |
| | 8 | 6.8% | |
| © | 7 | 6.0% | |
| ³ | 4 | 3.4% | |
| ² | 3 | 2.6% | |
| ¢ | 3 | 2.6% | |
| ¡ | 3 | 2.6% | |
| | 3 | 2.6% | |
| | 3 | 2.6% | |
| 3 | 2.6% | ||
| Æ | 2 | 1.7% | |
| | 2 | 1.7% | |
| ± | 2 | 1.7% | |
| | 2 | 1.7% | |
| | 1 | 0.9% | |
| | 1 | 0.9% | |
| « | 1 | 0.9% | |
| | 1 | 0.9% | |
| ¬ | 1 | 0.9% | |
| 1 | 0.9% | ||
| | 1 | 0.9% | |
| ¶ | 1 | 0.9% | |
| Other values (6) | 6 | 5.1% |
Most frequent Punctuation characters
| Value | Count | Frequency (%) | |
| ’ | 1 | 100.0% |
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 28105 |
| Missing (%) | 4.7% |
| Memory size | 4.6 MiB |
| 10+ years | |
|---|---|
| 2 years | |
| 3 years | |
| < 1 year | |
| 5 years | 38429 |
| Other values (6) |
| Value | Count | Frequency (%) | |
| 10+ years | 195407 | 32.6% | |
| 2 years | 53373 | 8.9% | |
| 3 years | 47128 | 7.9% | |
| < 1 year | 46526 | 7.8% | |
| 5 years | 38429 | 6.4% | |
| 1 year | 37879 | 6.3% | |
| 4 years | 35792 | 6.0% | |
| 7 years | 32676 | 5.5% | |
| 6 years | 31338 | 5.2% | |
| 8 years | 29126 | 4.9% | |
| 9 years | 23199 | 3.9% | |
| (Missing) | 28105 | 4.7% |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.479217935 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 617399 | 13.8% | ||
| a | 598978 | 13.4% | |
| y | 570873 | 12.7% | |
| e | 570873 | 12.7% | |
| r | 570873 | 12.7% | |
| s | 486468 | 10.9% | |
| 1 | 279812 | 6.2% | |
| 0 | 195407 | 4.4% | |
| + | 195407 | 4.4% | |
| n | 56210 | 1.3% | |
| 2 | 53373 | 1.2% | |
| 3 | 47128 | 1.1% | |
| < | 46526 | 1.0% | |
| 5 | 38429 | 0.9% | |
| 4 | 35792 | 0.8% | |
| 7 | 32676 | 0.7% | |
| 6 | 31338 | 0.7% | |
| 8 | 29126 | 0.7% | |
| 9 | 23199 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 2854275 | 63.7% | |
| Decimal Number | 766280 | 17.1% | |
| Space Separator | 617399 | 13.8% | |
| Math Symbol | 241933 | 5.4% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 279812 | 36.5% | |
| 0 | 195407 | 25.5% | |
| 2 | 53373 | 7.0% | |
| 3 | 47128 | 6.2% | |
| 5 | 38429 | 5.0% | |
| 4 | 35792 | 4.7% | |
| 7 | 32676 | 4.3% | |
| 6 | 31338 | 4.1% | |
| 8 | 29126 | 3.8% | |
| 9 | 23199 | 3.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 195407 | 80.8% | |
| < | 46526 | 19.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 617399 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 598978 | 21.0% | |
| y | 570873 | 20.0% | |
| e | 570873 | 20.0% | |
| r | 570873 | 20.0% | |
| s | 486468 | 17.0% | |
| n | 56210 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 2854275 | 63.7% | |
| Common | 1625612 | 36.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 617399 | 38.0% | ||
| 1 | 279812 | 17.2% | |
| 0 | 195407 | 12.0% | |
| + | 195407 | 12.0% | |
| 2 | 53373 | 3.3% | |
| 3 | 47128 | 2.9% | |
| < | 46526 | 2.9% | |
| 5 | 38429 | 2.4% | |
| 4 | 35792 | 2.2% | |
| 7 | 32676 | 2.0% | |
| 6 | 31338 | 1.9% | |
| 8 | 29126 | 1.8% | |
| 9 | 23199 | 1.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 598978 | 21.0% | |
| y | 570873 | 20.0% | |
| e | 570873 | 20.0% | |
| r | 570873 | 20.0% | |
| s | 486468 | 17.0% | |
| n | 56210 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4479887 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 617399 | 13.8% | ||
| a | 598978 | 13.4% | |
| y | 570873 | 12.7% | |
| e | 570873 | 12.7% | |
| r | 570873 | 12.7% | |
| s | 486468 | 10.9% | |
| 1 | 279812 | 6.2% | |
| 0 | 195407 | 4.4% | |
| + | 195407 | 4.4% | |
| n | 56210 | 1.3% | |
| 2 | 53373 | 1.2% | |
| 3 | 47128 | 1.1% | |
| < | 46526 | 1.0% | |
| 5 | 38429 | 0.9% | |
| 4 | 35792 | 0.8% | |
| 7 | 32676 | 0.7% | |
| 6 | 31338 | 0.7% | |
| 8 | 29126 | 0.7% | |
| 9 | 23199 | 0.5% |
home_ownership
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| MORTGAGE | |
|---|---|
| RENT | |
| OWN | 55648 |
| OTHER | 144 |
| NONE | 45 |
| Value | Count | Frequency (%) | |
| MORTGAGE | 301448 | 50.3% | |
| RENT | 241692 | 40.4% | |
| OWN | 55648 | 9.3% | |
| OTHER | 144 | < 0.1% | |
| NONE | 45 | < 0.1% | |
| ANY | 1 | < 0.1% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.920416109 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| G | 602896 | 17.0% | |
| E | 543329 | 15.3% | |
| R | 543284 | 15.3% | |
| T | 543284 | 15.3% | |
| O | 357285 | 10.1% | |
| A | 301449 | 8.5% | |
| M | 301448 | 8.5% | |
| N | 297431 | 8.4% | |
| W | 55648 | 1.6% | |
| H | 144 | < 0.1% | |
| Y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 3546199 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| G | 602896 | 17.0% | |
| E | 543329 | 15.3% | |
| R | 543284 | 15.3% | |
| T | 543284 | 15.3% | |
| O | 357285 | 10.1% | |
| A | 301449 | 8.5% | |
| M | 301448 | 8.5% | |
| N | 297431 | 8.4% | |
| W | 55648 | 1.6% | |
| H | 144 | < 0.1% | |
| Y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 3546199 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| G | 602896 | 17.0% | |
| E | 543329 | 15.3% | |
| R | 543284 | 15.3% | |
| T | 543284 | 15.3% | |
| O | 357285 | 10.1% | |
| A | 301449 | 8.5% | |
| M | 301448 | 8.5% | |
| N | 297431 | 8.4% | |
| W | 55648 | 1.6% | |
| H | 144 | < 0.1% | |
| Y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3546199 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| G | 602896 | 17.0% | |
| E | 543329 | 15.3% | |
| R | 543284 | 15.3% | |
| T | 543284 | 15.3% | |
| O | 357285 | 10.1% | |
| A | 301449 | 8.5% | |
| M | 301448 | 8.5% | |
| N | 297431 | 8.4% | |
| W | 55648 | 1.6% | |
| H | 144 | < 0.1% | |
| Y | 1 | < 0.1% |
| Distinct count | 38466 |
|---|---|
| Unique (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73972.80048217127 |
|---|---|
| Minimum | 3000.0 |
| Maximum | 8706582.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 3000 |
|---|---|
| 5-th percentile | 28000 |
| Q1 | 45000 |
| median | 63000 |
| Q3 | 90000 |
| 95-th percentile | 150000 |
| Maximum | 8706582 |
| Range | 8703582 |
| Interquartile range (IQR) | 45000 |
Descriptive statistics
| Standard deviation | 56761.62681 |
|---|---|
| Coefficient of variation (CV) | 0.767331052 |
| Kurtosis | 3530.492971 |
| Mean | 73972.80048 |
| Median Absolute Deviation (MAD) | 21000 |
| Skewness | 32.59676251 |
| Sum | 4.430808009e+10 |
| Variance | 3221882278 |
| Value | Count | Frequency (%) | |
| 60000 | 22878 | 3.8% | |
| 50000 | 20560 | 3.4% | |
| 65000 | 16898 | 2.8% | |
| 40000 | 16427 | 2.7% | |
| 70000 | 15981 | 2.7% | |
| 45000 | 15308 | 2.6% | |
| 80000 | 14997 | 2.5% | |
| 75000 | 14775 | 2.5% | |
| 55000 | 13930 | 2.3% | |
| 90000 | 11394 | 1.9% | |
| 100000 | 11100 | 1.9% | |
| 85000 | 10387 | 1.7% | |
| 35000 | 10051 | 1.7% | |
| 30000 | 9555 | 1.6% | |
| 120000 | 8488 | 1.4% | |
| 52000 | 8212 | 1.4% | |
| 42000 | 8049 | 1.3% | |
| 48000 | 7779 | 1.3% | |
| 110000 | 7229 | 1.2% | |
| 72000 | 6523 | 1.1% | |
| 95000 | 6088 | 1.0% | |
| 36000 | 5398 | 0.9% | |
| 62000 | 5191 | 0.9% | |
| 150000 | 5099 | 0.9% | |
| 38000 | 4989 | 0.8% | |
| Other values (38441) | 321692 | 53.7% |
| Value | Count | Frequency (%) | |
| 3000 | 2 | < 0.1% | |
| 3600 | 1 | < 0.1% | |
| 4000 | 4 | < 0.1% | |
| 4080 | 1 | < 0.1% | |
| 4200 | 2 | < 0.1% | |
| 4800 | 6 | < 0.1% | |
| 4888 | 1 | < 0.1% | |
| 5000 | 3 | < 0.1% | |
| 5500 | 1 | < 0.1% | |
| 5674 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8706582 | 1 | < 0.1% | |
| 7500000 | 1 | < 0.1% | |
| 7446395 | 1 | < 0.1% | |
| 7141778 | 1 | < 0.1% | |
| 7000000 | 1 | < 0.1% | |
| 6100000 | 1 | < 0.1% | |
| 6000000 | 1 | < 0.1% | |
| 5000000 | 1 | < 0.1% | |
| 4900000 | 1 | < 0.1% | |
| 4800000 | 1 | < 0.1% |
verification_status
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| Source Verified | |
|---|---|
| Verified | |
| Not Verified |
| Value | Count | Frequency (%) | |
| Source Verified | 210453 | 35.1% | |
| Verified | 203959 | 34.1% | |
| Not Verified | 184566 | 30.8% |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.69201373 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 1408409 | 20.1% | |
| i | 1197956 | 17.1% | |
| r | 809431 | 11.6% | |
| V | 598978 | 8.6% | |
| f | 598978 | 8.6% | |
| d | 598978 | 8.6% | |
| o | 395019 | 5.6% | |
| 395019 | 5.6% | ||
| S | 210453 | 3.0% | |
| u | 210453 | 3.0% | |
| c | 210453 | 3.0% | |
| N | 184566 | 2.6% | |
| t | 184566 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 5614243 | 80.2% | |
| Uppercase Letter | 993997 | 14.2% | |
| Space Separator | 395019 | 5.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 598978 | 60.3% | |
| S | 210453 | 21.2% | |
| N | 184566 | 18.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 1408409 | 25.1% | |
| i | 1197956 | 21.3% | |
| r | 809431 | 14.4% | |
| f | 598978 | 10.7% | |
| d | 598978 | 10.7% | |
| o | 395019 | 7.0% | |
| u | 210453 | 3.7% | |
| c | 210453 | 3.7% | |
| t | 184566 | 3.3% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 395019 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 6608240 | 94.4% | |
| Common | 395019 | 5.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 1408409 | 21.3% | |
| i | 1197956 | 18.1% | |
| r | 809431 | 12.2% | |
| V | 598978 | 9.1% | |
| f | 598978 | 9.1% | |
| d | 598978 | 9.1% | |
| o | 395019 | 6.0% | |
| S | 210453 | 3.2% | |
| u | 210453 | 3.2% | |
| c | 210453 | 3.2% | |
| N | 184566 | 2.8% | |
| t | 184566 | 2.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 395019 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 7003259 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 1408409 | 20.1% | |
| i | 1197956 | 17.1% | |
| r | 809431 | 11.6% | |
| V | 598978 | 8.6% | |
| f | 598978 | 8.6% | |
| d | 598978 | 8.6% | |
| o | 395019 | 5.6% | |
| 395019 | 5.6% | ||
| S | 210453 | 3.0% | |
| u | 210453 | 3.0% | |
| c | 210453 | 3.0% | |
| N | 184566 | 2.6% | |
| t | 184566 | 2.6% |
| Distinct count | 96 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| Oct-2014 | 37442 |
|---|---|
| Apr-2015 | 34332 |
| Jan-2015 | 33887 |
| May-2015 | 30923 |
| Jul-2014 | 28315 |
| Other values (91) |
| Value | Count | Frequency (%) | |
| Oct-2014 | 37442 | 6.3% | |
| Apr-2015 | 34332 | 5.7% | |
| Jan-2015 | 33887 | 5.7% | |
| May-2015 | 30923 | 5.2% | |
| Jul-2014 | 28315 | 4.7% | |
| Mar-2015 | 24573 | 4.1% | |
| Nov-2014 | 24143 | 4.0% | |
| Feb-2015 | 22991 | 3.8% | |
| May-2014 | 18493 | 3.1% | |
| Apr-2014 | 18458 | 3.1% | |
| Aug-2014 | 18203 | 3.0% | |
| Jun-2014 | 16556 | 2.8% | |
| Mar-2014 | 16012 | 2.7% | |
| Jan-2014 | 15178 | 2.5% | |
| Feb-2014 | 14903 | 2.5% | |
| Dec-2013 | 14609 | 2.4% | |
| Nov-2013 | 14299 | 2.4% | |
| Oct-2013 | 13756 | 2.3% | |
| Sep-2013 | 12694 | 2.1% | |
| Aug-2013 | 12414 | 2.1% | |
| Jul-2013 | 11632 | 1.9% | |
| Jun-2013 | 10663 | 1.8% | |
| Sep-2014 | 10233 | 1.7% | |
| May-2013 | 10121 | 1.7% | |
| Dec-2014 | 9929 | 1.7% | |
| Other values (71) | 124219 | 20.7% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 652013 | 13.6% | |
| 0 | 617036 | 12.9% | |
| 1 | 614085 | 12.8% | |
| - | 598978 | 12.5% | |
| 4 | 227865 | 4.8% | |
| a | 180994 | 3.8% | |
| 5 | 146706 | 3.1% | |
| J | 143072 | 3.0% | |
| 3 | 131678 | 2.7% | |
| r | 122354 | 2.6% | |
| u | 121838 | 2.5% | |
| M | 120231 | 2.5% | |
| e | 117806 | 2.5% | |
| A | 107586 | 2.2% | |
| p | 100695 | 2.1% | |
| c | 96299 | 2.0% | |
| n | 95050 | 2.0% | |
| y | 65934 | 1.4% | |
| O | 61353 | 1.3% | |
| t | 61353 | 1.3% | |
| F | 50222 | 1.0% | |
| b | 50222 | 1.0% | |
| N | 48930 | 1.0% | |
| o | 48930 | 1.0% | |
| v | 48930 | 1.0% | |
| Other values (7) | 161664 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2395912 | 50.0% | |
| Lowercase Letter | 1197956 | 25.0% | |
| Uppercase Letter | 598978 | 12.5% | |
| Dash Punctuation | 598978 | 12.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 143072 | 23.9% | |
| M | 120231 | 20.1% | |
| A | 107586 | 18.0% | |
| O | 61353 | 10.2% | |
| F | 50222 | 8.4% | |
| N | 48930 | 8.2% | |
| D | 34946 | 5.8% | |
| S | 32638 | 5.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 180994 | 15.1% | |
| r | 122354 | 10.2% | |
| u | 121838 | 10.2% | |
| e | 117806 | 9.8% | |
| p | 100695 | 8.4% | |
| c | 96299 | 8.0% | |
| n | 95050 | 7.9% | |
| y | 65934 | 5.5% | |
| t | 61353 | 5.1% | |
| b | 50222 | 4.2% | |
| o | 48930 | 4.1% | |
| v | 48930 | 4.1% | |
| l | 48022 | 4.0% | |
| g | 39529 | 3.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 598978 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 652013 | 27.2% | |
| 0 | 617036 | 25.8% | |
| 1 | 614085 | 25.6% | |
| 4 | 227865 | 9.5% | |
| 5 | 146706 | 6.1% | |
| 3 | 131678 | 5.5% | |
| 9 | 4716 | 0.2% | |
| 8 | 1562 | 0.1% | |
| 7 | 251 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2994890 | 62.5% | |
| Latin | 1796934 | 37.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 180994 | 10.1% | |
| J | 143072 | 8.0% | |
| r | 122354 | 6.8% | |
| u | 121838 | 6.8% | |
| M | 120231 | 6.7% | |
| e | 117806 | 6.6% | |
| A | 107586 | 6.0% | |
| p | 100695 | 5.6% | |
| c | 96299 | 5.4% | |
| n | 95050 | 5.3% | |
| y | 65934 | 3.7% | |
| O | 61353 | 3.4% | |
| t | 61353 | 3.4% | |
| F | 50222 | 2.8% | |
| b | 50222 | 2.8% | |
| N | 48930 | 2.7% | |
| o | 48930 | 2.7% | |
| v | 48930 | 2.7% | |
| l | 48022 | 2.7% | |
| g | 39529 | 2.2% | |
| D | 34946 | 1.9% | |
| S | 32638 | 1.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 652013 | 21.8% | |
| 0 | 617036 | 20.6% | |
| 1 | 614085 | 20.5% | |
| - | 598978 | 20.0% | |
| 4 | 227865 | 7.6% | |
| 5 | 146706 | 4.9% | |
| 3 | 131678 | 4.4% | |
| 9 | 4716 | 0.2% | |
| 8 | 1562 | 0.1% | |
| 7 | 251 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4791824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 652013 | 13.6% | |
| 0 | 617036 | 12.9% | |
| 1 | 614085 | 12.8% | |
| - | 598978 | 12.5% | |
| 4 | 227865 | 4.8% | |
| a | 180994 | 3.8% | |
| 5 | 146706 | 3.1% | |
| J | 143072 | 3.0% | |
| 3 | 131678 | 2.7% | |
| r | 122354 | 2.6% | |
| u | 121838 | 2.5% | |
| M | 120231 | 2.5% | |
| e | 117806 | 2.5% | |
| A | 107586 | 2.2% | |
| p | 100695 | 2.1% | |
| c | 96299 | 2.0% | |
| n | 95050 | 2.0% | |
| y | 65934 | 1.4% | |
| O | 61353 | 1.3% | |
| t | 61353 | 1.3% | |
| F | 50222 | 1.0% | |
| b | 50222 | 1.0% | |
| N | 48930 | 1.0% | |
| o | 48930 | 1.0% | |
| v | 48930 | 1.0% | |
| Other values (7) | 161664 | 3.4% |
pymnt_plan
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| n | |
|---|---|
| y | 5 |
| Value | Count | Frequency (%) | |
| n | 598973 | > 99.9% | |
| y | 5 | < 0.1% |
purpose
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| debt_consolidation | |
|---|---|
| credit_card | |
| home_improvement | 33805 |
| other | 29008 |
| major_purchase | 11883 |
| Other values (9) | 32369 |
| Value | Count | Frequency (%) | |
| debt_consolidation | 356155 | 59.5% | |
| credit_card | 135758 | 22.7% | |
| home_improvement | 33805 | 5.6% | |
| other | 29008 | 4.8% | |
| major_purchase | 11883 | 2.0% | |
| small_business | 7800 | 1.3% | |
| car | 6401 | 1.1% | |
| medical | 5644 | 0.9% | |
| moving | 3676 | 0.6% | |
| vacation | 3143 | 0.5% | |
| house | 2685 | 0.4% | |
| wedding | 2279 | 0.4% | |
| renewable_energy | 415 | 0.1% | |
| educational | 326 | 0.1% |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 15.0441669 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 1186796 | 13.2% | |
| d | 994354 | 11.0% | |
| t | 914350 | 10.1% | |
| i | 904741 | 10.0% | |
| n | 764169 | 8.5% | |
| c | 655068 | 7.3% | |
| e | 655028 | 7.3% | |
| _ | 545816 | 6.1% | |
| a | 542877 | 6.0% | |
| s | 401923 | 4.5% | |
| l | 378140 | 4.2% | |
| r | 365326 | 4.1% | |
| b | 364370 | 4.0% | |
| m | 130418 | 1.4% | |
| h | 77381 | 0.9% | |
| p | 45688 | 0.5% | |
| v | 40624 | 0.5% | |
| u | 22694 | 0.3% | |
| j | 11883 | 0.1% | |
| g | 6370 | 0.1% | |
| w | 2694 | < 0.1% | |
| y | 415 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 8465309 | 93.9% | |
| Connector Punctuation | 545816 | 6.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 1186796 | 14.0% | |
| d | 994354 | 11.7% | |
| t | 914350 | 10.8% | |
| i | 904741 | 10.7% | |
| n | 764169 | 9.0% | |
| c | 655068 | 7.7% | |
| e | 655028 | 7.7% | |
| a | 542877 | 6.4% | |
| s | 401923 | 4.7% | |
| l | 378140 | 4.5% | |
| r | 365326 | 4.3% | |
| b | 364370 | 4.3% | |
| m | 130418 | 1.5% | |
| h | 77381 | 0.9% | |
| p | 45688 | 0.5% | |
| v | 40624 | 0.5% | |
| u | 22694 | 0.3% | |
| j | 11883 | 0.1% | |
| g | 6370 | 0.1% | |
| w | 2694 | < 0.1% | |
| y | 415 | < 0.1% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 545816 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8465309 | 93.9% | |
| Common | 545816 | 6.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 1186796 | 14.0% | |
| d | 994354 | 11.7% | |
| t | 914350 | 10.8% | |
| i | 904741 | 10.7% | |
| n | 764169 | 9.0% | |
| c | 655068 | 7.7% | |
| e | 655028 | 7.7% | |
| a | 542877 | 6.4% | |
| s | 401923 | 4.7% | |
| l | 378140 | 4.5% | |
| r | 365326 | 4.3% | |
| b | 364370 | 4.3% | |
| m | 130418 | 1.5% | |
| h | 77381 | 0.9% | |
| p | 45688 | 0.5% | |
| v | 40624 | 0.5% | |
| u | 22694 | 0.3% | |
| j | 11883 | 0.1% | |
| g | 6370 | 0.1% | |
| w | 2694 | < 0.1% | |
| y | 415 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 545816 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 9011125 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 1186796 | 13.2% | |
| d | 994354 | 11.0% | |
| t | 914350 | 10.1% | |
| i | 904741 | 10.0% | |
| n | 764169 | 8.5% | |
| c | 655068 | 7.3% | |
| e | 655028 | 7.3% | |
| _ | 545816 | 6.1% | |
| a | 542877 | 6.0% | |
| s | 401923 | 4.5% | |
| l | 378140 | 4.2% | |
| r | 365326 | 4.1% | |
| b | 364370 | 4.0% | |
| m | 130418 | 1.4% | |
| h | 77381 | 0.9% | |
| p | 45688 | 0.5% | |
| v | 40624 | 0.5% | |
| u | 22694 | 0.3% | |
| j | 11883 | 0.1% | |
| g | 6370 | 0.1% | |
| w | 2694 | < 0.1% | |
| y | 415 | < 0.1% |
| Distinct count | 60990 |
|---|---|
| Unique (%) | 10.2% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Memory size | 4.6 MiB |
| Debt consolidation | |
|---|---|
| Credit card refinancing | |
| Home improvement | 22487 |
| Other | 18604 |
| Debt Consolidation | 15469 |
| Other values (60985) |
| Value | Count | Frequency (%) | |
| Debt consolidation | 248846 | 41.5% | |
| Credit card refinancing | 94817 | 15.8% | |
| Home improvement | 22487 | 3.8% | |
| Other | 18604 | 3.1% | |
| Debt Consolidation | 15469 | 2.6% | |
| Major purchase | 6824 | 1.1% | |
| Consolidation | 5266 | 0.9% | |
| debt consolidation | 4718 | 0.8% | |
| Business | 4342 | 0.7% | |
| Medical expenses | 3866 | 0.6% | |
| Debt Consolidation Loan | 3744 | 0.6% | |
| Car financing | 3178 | 0.5% | |
| Credit Card Consolidation | 2326 | 0.4% | |
| Vacation | 2244 | 0.4% | |
| Moving and relocation | 2239 | 0.4% | |
| consolidation | 2120 | 0.4% | |
| Personal Loan | 2057 | 0.3% | |
| Consolidation Loan | 1743 | 0.3% | |
| Home Improvement | 1736 | 0.3% | |
| Credit Card Refinance | 1442 | 0.2% | |
| Home buying | 1400 | 0.2% | |
| Credit Card Payoff | 1364 | 0.2% | |
| Consolidate | 1236 | 0.2% | |
| Personal | 1141 | 0.2% | |
| Loan | 1013 | 0.2% | |
| Other values (60965) | 144738 | 24.2% |
Length
| Max length | 80 |
|---|---|
| Median length | 18 |
| Mean length | 17.5107266 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 1118926 | 10.7% | |
| n | 1079768 | 10.3% | |
| i | 1043792 | 10.0% | |
| t | 845029 | 8.1% | |
| e | 797379 | 7.6% | |
| 754570 | 7.2% | ||
| a | 689634 | 6.6% | |
| d | 610483 | 5.8% | |
| c | 527897 | 5.0% | |
| r | 474241 | 4.5% | |
| s | 396293 | 3.8% | |
| l | 376346 | 3.6% | |
| b | 313688 | 3.0% | |
| D | 295695 | 2.8% | |
| C | 200150 | 1.9% | |
| f | 155961 | 1.5% | |
| g | 126105 | 1.2% | |
| m | 113461 | 1.1% | |
| p | 67168 | 0.6% | |
| h | 46091 | 0.4% | |
| y | 38778 | 0.4% | |
| v | 37834 | 0.4% | |
| u | 36086 | 0.3% | |
| L | 34635 | 0.3% | |
| H | 34574 | 0.3% | |
| Other values (83) | 273956 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 8927044 | 85.1% | |
| Uppercase Letter | 772816 | 7.4% | |
| Space Separator | 754570 | 7.2% | |
| Decimal Number | 17803 | 0.2% | |
| Other Punctuation | 12025 | 0.1% | |
| Dash Punctuation | 2491 | < 0.1% | |
| Connector Punctuation | 864 | < 0.1% | |
| Close Punctuation | 272 | < 0.1% | |
| Currency Symbol | 211 | < 0.1% | |
| Open Punctuation | 210 | < 0.1% | |
| Math Symbol | 192 | < 0.1% | |
| Control | 32 | < 0.1% | |
| Modifier Symbol | 7 | < 0.1% | |
| Other Symbol | 2 | < 0.1% | |
| Other Number | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| D | 295695 | 38.3% | |
| C | 200150 | 25.9% | |
| L | 34635 | 4.5% | |
| H | 34574 | 4.5% | |
| O | 32171 | 4.2% | |
| M | 23900 | 3.1% | |
| P | 23661 | 3.1% | |
| R | 17673 | 2.3% | |
| B | 15112 | 2.0% | |
| I | 12943 | 1.7% | |
| E | 11337 | 1.5% | |
| F | 11208 | 1.5% | |
| S | 10483 | 1.4% | |
| A | 10441 | 1.4% | |
| T | 10375 | 1.3% | |
| N | 9702 | 1.3% | |
| G | 4847 | 0.6% | |
| W | 3828 | 0.5% | |
| V | 3822 | 0.5% | |
| Y | 2050 | 0.3% | |
| U | 1806 | 0.2% | |
| K | 1074 | 0.1% | |
| J | 791 | 0.1% | |
| X | 243 | < 0.1% | |
| Q | 156 | < 0.1% | |
| Other values (3) | 139 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 1118926 | 12.5% | |
| n | 1079768 | 12.1% | |
| i | 1043792 | 11.7% | |
| t | 845029 | 9.5% | |
| e | 797379 | 8.9% | |
| a | 689634 | 7.7% | |
| d | 610483 | 6.8% | |
| c | 527897 | 5.9% | |
| r | 474241 | 5.3% | |
| s | 396293 | 4.4% | |
| l | 376346 | 4.2% | |
| b | 313688 | 3.5% | |
| f | 155961 | 1.7% | |
| g | 126105 | 1.4% | |
| m | 113461 | 1.3% | |
| p | 67168 | 0.8% | |
| h | 46091 | 0.5% | |
| y | 38778 | 0.4% | |
| v | 37834 | 0.4% | |
| u | 36086 | 0.4% | |
| w | 9228 | 0.1% | |
| j | 8289 | 0.1% | |
| x | 7731 | 0.1% | |
| k | 5849 | 0.1% | |
| q | 539 | < 0.1% | |
| Other values (3) | 448 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 754570 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ! | 3226 | 26.8% | |
| / | 2311 | 19.2% | |
| . | 2156 | 17.9% | |
| ' | 1319 | 11.0% | |
| , | 1155 | 9.6% | |
| & | 1057 | 8.8% | |
| % | 185 | 1.5% | |
| # | 173 | 1.4% | |
| : | 171 | 1.4% | |
| " | 141 | 1.2% | |
| ? | 46 | 0.4% | |
| ; | 40 | 0.3% | |
| * | 25 | 0.2% | |
| @ | 13 | 0.1% | |
| \ | 7 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 5235 | 29.4% | |
| 2 | 4516 | 25.4% | |
| 0 | 4096 | 23.0% | |
| 3 | 1693 | 9.5% | |
| 4 | 523 | 2.9% | |
| 5 | 464 | 2.6% | |
| 9 | 416 | 2.3% | |
| 6 | 368 | 2.1% | |
| 8 | 255 | 1.4% | |
| 7 | 237 | 1.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 2491 | 100.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 864 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| + | 138 | 71.9% | |
| = | 20 | 10.4% | |
| ~ | 11 | 5.7% | |
| > | 9 | 4.7% | |
| < | 9 | 4.7% | |
| | | 5 | 2.6% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 204 | 97.1% | |
| [ | 6 | 2.9% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 267 | 98.2% | |
| ] | 5 | 1.8% |
Most frequent Control characters
| Value | Count | Frequency (%) | |
| 15 | 46.9% | ||
| | 4 | 12.5% | |
| | 4 | 12.5% | |
| | 4 | 12.5% | |
| | 2 | 6.2% | |
| | 1 | 3.1% | |
| | 1 | 3.1% | |
| 1 | 3.1% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 211 | 100.0% |
Most frequent Modifier Symbol characters
| Value | Count | Frequency (%) | |
| ` | 5 | 71.4% | |
| ^ | 1 | 14.3% | |
| ´ | 1 | 14.3% |
Most frequent Other Number characters
| Value | Count | Frequency (%) | |
| ³ | 1 | 100.0% |
Most frequent Other Symbol characters
| Value | Count | Frequency (%) | |
| ¦ | 2 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 9699860 | 92.5% | |
| Common | 788680 | 7.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 1118926 | 11.5% | |
| n | 1079768 | 11.1% | |
| i | 1043792 | 10.8% | |
| t | 845029 | 8.7% | |
| e | 797379 | 8.2% | |
| a | 689634 | 7.1% | |
| d | 610483 | 6.3% | |
| c | 527897 | 5.4% | |
| r | 474241 | 4.9% | |
| s | 396293 | 4.1% | |
| l | 376346 | 3.9% | |
| b | 313688 | 3.2% | |
| D | 295695 | 3.0% | |
| C | 200150 | 2.1% | |
| f | 155961 | 1.6% | |
| g | 126105 | 1.3% | |
| m | 113461 | 1.2% | |
| p | 67168 | 0.7% | |
| h | 46091 | 0.5% | |
| y | 38778 | 0.4% | |
| v | 37834 | 0.4% | |
| u | 36086 | 0.4% | |
| L | 34635 | 0.4% | |
| H | 34574 | 0.4% | |
| O | 32171 | 0.3% | |
| Other values (31) | 207675 | 2.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 754570 | 95.7% | ||
| 1 | 5235 | 0.7% | |
| 2 | 4516 | 0.6% | |
| 0 | 4096 | 0.5% | |
| ! | 3226 | 0.4% | |
| - | 2491 | 0.3% | |
| / | 2311 | 0.3% | |
| . | 2156 | 0.3% | |
| 3 | 1693 | 0.2% | |
| ' | 1319 | 0.2% | |
| , | 1155 | 0.1% | |
| & | 1057 | 0.1% | |
| _ | 864 | 0.1% | |
| 4 | 523 | 0.1% | |
| 5 | 464 | 0.1% | |
| 9 | 416 | 0.1% | |
| 6 | 368 | < 0.1% | |
| ) | 267 | < 0.1% | |
| 8 | 255 | < 0.1% | |
| 7 | 237 | < 0.1% | |
| $ | 211 | < 0.1% | |
| ( | 204 | < 0.1% | |
| % | 185 | < 0.1% | |
| # | 173 | < 0.1% | |
| : | 171 | < 0.1% | |
| Other values (27) | 517 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 10488508 | > 99.9% | |
| None | 32 | < 0.1% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 1118926 | 10.7% | |
| n | 1079768 | 10.3% | |
| i | 1043792 | 10.0% | |
| t | 845029 | 8.1% | |
| e | 797379 | 7.6% | |
| 754570 | 7.2% | ||
| a | 689634 | 6.6% | |
| d | 610483 | 5.8% | |
| c | 527897 | 5.0% | |
| r | 474241 | 4.5% | |
| s | 396293 | 3.8% | |
| l | 376346 | 3.6% | |
| b | 313688 | 3.0% | |
| D | 295695 | 2.8% | |
| C | 200150 | 1.9% | |
| f | 155961 | 1.5% | |
| g | 126105 | 1.2% | |
| m | 113461 | 1.1% | |
| p | 67168 | 0.6% | |
| h | 46091 | 0.4% | |
| y | 38778 | 0.4% | |
| v | 37834 | 0.4% | |
| u | 36086 | 0.3% | |
| L | 34635 | 0.3% | |
| H | 34574 | 0.3% | |
| Other values (69) | 273924 | 2.6% |
Most frequent None characters
| Value | Count | Frequency (%) | |
| â | 4 | 12.5% | |
| | 4 | 12.5% | |
| î | 4 | 12.5% | |
| | 4 | 12.5% | |
| | 4 | 12.5% | |
| Ã | 2 | 6.2% | |
| | 2 | 6.2% | |
| ¦ | 2 | 6.2% | |
| | 1 | 3.1% | |
| | 1 | 3.1% | |
| Â | 1 | 3.1% | |
| ´ | 1 | 3.1% | |
| ³ | 1 | 3.1% | |
| 1 | 3.1% |
| Distinct count | 901 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| 945xx | 6735 |
|---|---|
| 750xx | 6389 |
| 112xx | 6342 |
| 606xx | 5917 |
| 100xx | 5393 |
| Other values (896) |
| Value | Count | Frequency (%) | |
| 945xx | 6735 | 1.1% | |
| 750xx | 6389 | 1.1% | |
| 112xx | 6342 | 1.1% | |
| 606xx | 5917 | 1.0% | |
| 100xx | 5393 | 0.9% | |
| 300xx | 5330 | 0.9% | |
| 900xx | 5098 | 0.9% | |
| 070xx | 5077 | 0.8% | |
| 331xx | 5037 | 0.8% | |
| 770xx | 4607 | 0.8% | |
| 917xx | 4417 | 0.7% | |
| 891xx | 4339 | 0.7% | |
| 117xx | 4110 | 0.7% | |
| 330xx | 4109 | 0.7% | |
| 104xx | 3986 | 0.7% | |
| 921xx | 3902 | 0.7% | |
| 926xx | 3807 | 0.6% | |
| 852xx | 3713 | 0.6% | |
| 913xx | 3570 | 0.6% | |
| 925xx | 3357 | 0.6% | |
| 113xx | 3284 | 0.5% | |
| 334xx | 3185 | 0.5% | |
| 021xx | 3137 | 0.5% | |
| 080xx | 3127 | 0.5% | |
| 601xx | 3062 | 0.5% | |
| Other values (876) | 487948 | 81.5% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| x | 1197956 | 40.0% | |
| 0 | 268588 | 9.0% | |
| 1 | 215589 | 7.2% | |
| 3 | 195136 | 6.5% | |
| 2 | 192026 | 6.4% | |
| 9 | 182908 | 6.1% | |
| 7 | 174701 | 5.8% | |
| 4 | 151958 | 5.1% | |
| 5 | 144393 | 4.8% | |
| 8 | 142250 | 4.7% | |
| 6 | 129385 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1796934 | 60.0% | |
| Lowercase Letter | 1197956 | 40.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 268588 | 14.9% | |
| 1 | 215589 | 12.0% | |
| 3 | 195136 | 10.9% | |
| 2 | 192026 | 10.7% | |
| 9 | 182908 | 10.2% | |
| 7 | 174701 | 9.7% | |
| 4 | 151958 | 8.5% | |
| 5 | 144393 | 8.0% | |
| 8 | 142250 | 7.9% | |
| 6 | 129385 | 7.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| x | 1197956 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1796934 | 60.0% | |
| Latin | 1197956 | 40.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 268588 | 14.9% | |
| 1 | 215589 | 12.0% | |
| 3 | 195136 | 10.9% | |
| 2 | 192026 | 10.7% | |
| 9 | 182908 | 10.2% | |
| 7 | 174701 | 9.7% | |
| 4 | 151958 | 8.5% | |
| 5 | 144393 | 8.0% | |
| 8 | 142250 | 7.9% | |
| 6 | 129385 | 7.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| x | 1197956 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2994890 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| x | 1197956 | 40.0% | |
| 0 | 268588 | 9.0% | |
| 1 | 215589 | 7.2% | |
| 3 | 195136 | 6.5% | |
| 2 | 192026 | 6.4% | |
| 9 | 182908 | 6.1% | |
| 7 | 174701 | 5.8% | |
| 4 | 151958 | 5.1% | |
| 5 | 144393 | 4.8% | |
| 8 | 142250 | 4.7% | |
| 6 | 129385 | 4.3% |
addr_state
Categorical
| Distinct count | 50 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| CA | |
|---|---|
| NY | 50264 |
| TX | 47240 |
| FL | 40648 |
| IL | 23861 |
| Other values (45) |
| Value | Count | Frequency (%) | |
| CA | 90043 | 15.0% | |
| NY | 50264 | 8.4% | |
| TX | 47240 | 7.9% | |
| FL | 40648 | 6.8% | |
| IL | 23861 | 4.0% | |
| NJ | 22726 | 3.8% | |
| PA | 21193 | 3.5% | |
| OH | 19798 | 3.3% | |
| GA | 19375 | 3.2% | |
| VA | 18003 | 3.0% | |
| NC | 16729 | 2.8% | |
| MI | 15144 | 2.5% | |
| MD | 14099 | 2.4% | |
| MA | 13902 | 2.3% | |
| AZ | 13711 | 2.3% | |
| WA | 13678 | 2.3% | |
| CO | 12805 | 2.1% | |
| MN | 10784 | 1.8% | |
| MO | 9586 | 1.6% | |
| CT | 9069 | 1.5% | |
| IN | 8983 | 1.5% | |
| NV | 8455 | 1.4% | |
| TN | 8191 | 1.4% | |
| WI | 7762 | 1.3% | |
| OR | 7696 | 1.3% | |
| Other values (25) | 75233 | 12.6% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| A | 210491 | 17.6% | |
| C | 137654 | 11.5% | |
| N | 132358 | 11.0% | |
| L | 79082 | 6.6% | |
| T | 71888 | 6.0% | |
| M | 70678 | 5.9% | |
| I | 61615 | 5.1% | |
| Y | 57512 | 4.8% | |
| O | 55244 | 4.6% | |
| X | 47240 | 3.9% | |
| F | 40648 | 3.4% | |
| V | 30829 | 2.6% | |
| W | 26073 | 2.2% | |
| H | 25893 | 2.2% | |
| J | 22726 | 1.9% | |
| P | 21193 | 1.8% | |
| G | 19375 | 1.6% | |
| D | 18804 | 1.6% | |
| K | 18198 | 1.5% | |
| S | 15951 | 1.3% | |
| R | 14716 | 1.2% | |
| Z | 13711 | 1.1% | |
| U | 4397 | 0.4% | |
| E | 1680 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 1197956 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 210491 | 17.6% | |
| C | 137654 | 11.5% | |
| N | 132358 | 11.0% | |
| L | 79082 | 6.6% | |
| T | 71888 | 6.0% | |
| M | 70678 | 5.9% | |
| I | 61615 | 5.1% | |
| Y | 57512 | 4.8% | |
| O | 55244 | 4.6% | |
| X | 47240 | 3.9% | |
| F | 40648 | 3.4% | |
| V | 30829 | 2.6% | |
| W | 26073 | 2.2% | |
| H | 25893 | 2.2% | |
| J | 22726 | 1.9% | |
| P | 21193 | 1.8% | |
| G | 19375 | 1.6% | |
| D | 18804 | 1.6% | |
| K | 18198 | 1.5% | |
| S | 15951 | 1.3% | |
| R | 14716 | 1.2% | |
| Z | 13711 | 1.1% | |
| U | 4397 | 0.4% | |
| E | 1680 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1197956 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| A | 210491 | 17.6% | |
| C | 137654 | 11.5% | |
| N | 132358 | 11.0% | |
| L | 79082 | 6.6% | |
| T | 71888 | 6.0% | |
| M | 70678 | 5.9% | |
| I | 61615 | 5.1% | |
| Y | 57512 | 4.8% | |
| O | 55244 | 4.6% | |
| X | 47240 | 3.9% | |
| F | 40648 | 3.4% | |
| V | 30829 | 2.6% | |
| W | 26073 | 2.2% | |
| H | 25893 | 2.2% | |
| J | 22726 | 1.9% | |
| P | 21193 | 1.8% | |
| G | 19375 | 1.6% | |
| D | 18804 | 1.6% | |
| K | 18198 | 1.5% | |
| S | 15951 | 1.3% | |
| R | 14716 | 1.2% | |
| Z | 13711 | 1.1% | |
| U | 4397 | 0.4% | |
| E | 1680 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1197956 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| A | 210491 | 17.6% | |
| C | 137654 | 11.5% | |
| N | 132358 | 11.0% | |
| L | 79082 | 6.6% | |
| T | 71888 | 6.0% | |
| M | 70678 | 5.9% | |
| I | 61615 | 5.1% | |
| Y | 57512 | 4.8% | |
| O | 55244 | 4.6% | |
| X | 47240 | 3.9% | |
| F | 40648 | 3.4% | |
| V | 30829 | 2.6% | |
| W | 26073 | 2.2% | |
| H | 25893 | 2.2% | |
| J | 22726 | 1.9% | |
| P | 21193 | 1.8% | |
| G | 19375 | 1.6% | |
| D | 18804 | 1.6% | |
| K | 18198 | 1.5% | |
| S | 15951 | 1.3% | |
| R | 14716 | 1.2% | |
| Z | 13711 | 1.1% | |
| U | 4397 | 0.4% | |
| E | 1680 | 0.1% |
dti
Real number (ℝ≥0)
| Distinct count | 4000 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.63840763767618 |
|---|---|
| Minimum | 0.0 |
| Maximum | 39.99 |
| Zeros | 366 |
| Zeros (%) | 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.01 |
| Q1 | 11.61 |
| median | 17.21 |
| Q3 | 23.29 |
| 95-th percentile | 31.75 |
| Maximum | 39.99 |
| Range | 39.99 |
| Interquartile range (IQR) | 11.68 |
Descriptive statistics
| Standard deviation | 8.070745524 |
|---|---|
| Coefficient of variation (CV) | 0.457566561 |
| Kurtosis | -0.5173809375 |
| Mean | 17.63840764 |
| Median Absolute Deviation (MAD) | 5.83 |
| Skewness | 0.2224647707 |
| Sum | 10565018.13 |
| Variance | 65.13693332 |
| Value | Count | Frequency (%) | |
| 14.4 | 495 | 0.1% | |
| 19.2 | 478 | 0.1% | |
| 18 | 460 | 0.1% | |
| 16.8 | 450 | 0.1% | |
| 12 | 444 | 0.1% | |
| 20.4 | 439 | 0.1% | |
| 13.2 | 435 | 0.1% | |
| 15.6 | 420 | 0.1% | |
| 21.6 | 403 | 0.1% | |
| 16.2 | 376 | 0.1% | |
| 10.8 | 373 | 0.1% | |
| 22.8 | 369 | 0.1% | |
| 0 | 366 | 0.1% | |
| 24 | 363 | 0.1% | |
| 16.32 | 354 | 0.1% | |
| 14.64 | 351 | 0.1% | |
| 17.04 | 347 | 0.1% | |
| 15.84 | 345 | 0.1% | |
| 12.48 | 343 | 0.1% | |
| 15.12 | 342 | 0.1% | |
| 13.92 | 340 | 0.1% | |
| 18.72 | 336 | 0.1% | |
| 9.6 | 336 | 0.1% | |
| 16.08 | 335 | 0.1% | |
| 18.48 | 335 | 0.1% | |
| Other values (3975) | 589343 | 98.4% |
| Value | Count | Frequency (%) | |
| 0 | 366 | 0.1% | |
| 0.01 | 10 | < 0.1% | |
| 0.02 | 11 | < 0.1% | |
| 0.03 | 5 | < 0.1% | |
| 0.04 | 5 | < 0.1% | |
| 0.05 | 5 | < 0.1% | |
| 0.06 | 6 | < 0.1% | |
| 0.07 | 11 | < 0.1% | |
| 0.08 | 10 | < 0.1% | |
| 0.09 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39.99 | 19 | < 0.1% | |
| 39.98 | 13 | < 0.1% | |
| 39.97 | 16 | < 0.1% | |
| 39.96 | 12 | < 0.1% | |
| 39.95 | 10 | < 0.1% | |
| 39.94 | 6 | < 0.1% | |
| 39.93 | 11 | < 0.1% | |
| 39.92 | 19 | < 0.1% | |
| 39.91 | 17 | < 0.1% | |
| 39.9 | 16 | < 0.1% |
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29717118157929007 |
|---|---|
| Minimum | 0.0 |
| Maximum | 39.0 |
| Zeros | 488733 |
| Zeros (%) | 81.6% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8286588521 |
|---|---|
| Coefficient of variation (CV) | 2.788489946 |
| Kurtosis | 61.77805422 |
| Mean | 0.2971711816 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.572436687 |
| Sum | 177999 |
| Variance | 0.6866754931 |
| Value | Count | Frequency (%) | |
| 0 | 488733 | 81.6% | |
| 1 | 73894 | 12.3% | |
| 2 | 21679 | 3.6% | |
| 3 | 7546 | 1.3% | |
| 4 | 3296 | 0.6% | |
| 5 | 1689 | 0.3% | |
| 6 | 903 | 0.2% | |
| 7 | 471 | 0.1% | |
| 8 | 265 | < 0.1% | |
| 9 | 174 | < 0.1% | |
| 10 | 101 | < 0.1% | |
| 11 | 60 | < 0.1% | |
| 12 | 58 | < 0.1% | |
| 14 | 28 | < 0.1% | |
| 13 | 26 | < 0.1% | |
| 15 | 16 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| 17 | 8 | < 0.1% | |
| 16 | 8 | < 0.1% | |
| 19 | 7 | < 0.1% | |
| 22 | 2 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 488733 | 81.6% | |
| 1 | 73894 | 12.3% | |
| 2 | 21679 | 3.6% | |
| 3 | 7546 | 1.3% | |
| 4 | 3296 | 0.6% | |
| 5 | 1689 | 0.3% | |
| 6 | 903 | 0.2% | |
| 7 | 471 | 0.1% | |
| 8 | 265 | < 0.1% | |
| 9 | 174 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39 | 1 | < 0.1% | |
| 29 | 1 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 22 | 2 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 19 | 7 | < 0.1% | |
| 18 | 9 | < 0.1% | |
| 17 | 8 | < 0.1% | |
| 16 | 8 | < 0.1% |
| Distinct count | 677 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| Aug-2001 | 4563 |
|---|---|
| Aug-2000 | 4561 |
| Oct-2000 | 4501 |
| Oct-2001 | 4218 |
| Sep-2000 | 4179 |
| Other values (672) |
| Value | Count | Frequency (%) | |
| Aug-2001 | 4563 | 0.8% | |
| Aug-2000 | 4561 | 0.8% | |
| Oct-2000 | 4501 | 0.8% | |
| Oct-2001 | 4218 | 0.7% | |
| Sep-2000 | 4179 | 0.7% | |
| Oct-1999 | 4164 | 0.7% | |
| Nov-1999 | 4085 | 0.7% | |
| Nov-2000 | 4048 | 0.7% | |
| Sep-1999 | 3987 | 0.7% | |
| Aug-1999 | 3944 | 0.7% | |
| Sep-2001 | 3900 | 0.7% | |
| Aug-2002 | 3896 | 0.7% | |
| Oct-2002 | 3844 | 0.6% | |
| Sep-2002 | 3776 | 0.6% | |
| Jul-2001 | 3683 | 0.6% | |
| Dec-2000 | 3633 | 0.6% | |
| Dec-1999 | 3623 | 0.6% | |
| Sep-1998 | 3600 | 0.6% | |
| Mar-2001 | 3583 | 0.6% | |
| Nov-2001 | 3559 | 0.6% | |
| Oct-1998 | 3546 | 0.6% | |
| Sep-2003 | 3545 | 0.6% | |
| May-2001 | 3536 | 0.6% | |
| Jul-2000 | 3515 | 0.6% | |
| Mar-2000 | 3472 | 0.6% | |
| Other values (652) | 502017 | 83.8% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 9 | 632779 | 13.2% | |
| 0 | 601516 | 12.6% | |
| - | 598978 | 12.5% | |
| 1 | 397727 | 8.3% | |
| 2 | 328708 | 6.9% | |
| e | 151424 | 3.2% | |
| u | 151184 | 3.2% | |
| a | 140214 | 2.9% | |
| J | 139760 | 2.9% | |
| 8 | 125054 | 2.6% | |
| c | 108467 | 2.3% | |
| p | 102078 | 2.1% | |
| A | 101559 | 2.1% | |
| M | 94386 | 2.0% | |
| r | 92403 | 1.9% | |
| n | 91855 | 1.9% | |
| 7 | 70650 | 1.5% | |
| 4 | 60873 | 1.3% | |
| 6 | 60842 | 1.3% | |
| 3 | 59585 | 1.2% | |
| O | 58362 | 1.2% | |
| t | 58362 | 1.2% | |
| 5 | 58178 | 1.2% | |
| S | 57771 | 1.2% | |
| g | 57252 | 1.2% | |
| Other values (8) | 391857 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2395912 | 50.0% | |
| Lowercase Letter | 1197956 | 25.0% | |
| Uppercase Letter | 598978 | 12.5% | |
| Dash Punctuation | 598978 | 12.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 139760 | 23.3% | |
| A | 101559 | 17.0% | |
| M | 94386 | 15.8% | |
| O | 58362 | 9.7% | |
| S | 57771 | 9.6% | |
| N | 53487 | 8.9% | |
| D | 50105 | 8.4% | |
| F | 43548 | 7.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 151424 | 12.6% | |
| u | 151184 | 12.6% | |
| a | 140214 | 11.7% | |
| c | 108467 | 9.1% | |
| p | 102078 | 8.5% | |
| r | 92403 | 7.7% | |
| n | 91855 | 7.7% | |
| t | 58362 | 4.9% | |
| g | 57252 | 4.8% | |
| o | 53487 | 4.5% | |
| v | 53487 | 4.5% | |
| l | 47905 | 4.0% | |
| y | 46290 | 3.9% | |
| b | 43548 | 3.6% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 598978 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 9 | 632779 | 26.4% | |
| 0 | 601516 | 25.1% | |
| 1 | 397727 | 16.6% | |
| 2 | 328708 | 13.7% | |
| 8 | 125054 | 5.2% | |
| 7 | 70650 | 2.9% | |
| 4 | 60873 | 2.5% | |
| 6 | 60842 | 2.5% | |
| 3 | 59585 | 2.5% | |
| 5 | 58178 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2994890 | 62.5% | |
| Latin | 1796934 | 37.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 151424 | 8.4% | |
| u | 151184 | 8.4% | |
| a | 140214 | 7.8% | |
| J | 139760 | 7.8% | |
| c | 108467 | 6.0% | |
| p | 102078 | 5.7% | |
| A | 101559 | 5.7% | |
| M | 94386 | 5.3% | |
| r | 92403 | 5.1% | |
| n | 91855 | 5.1% | |
| O | 58362 | 3.2% | |
| t | 58362 | 3.2% | |
| S | 57771 | 3.2% | |
| g | 57252 | 3.2% | |
| N | 53487 | 3.0% | |
| o | 53487 | 3.0% | |
| v | 53487 | 3.0% | |
| D | 50105 | 2.8% | |
| l | 47905 | 2.7% | |
| y | 46290 | 2.6% | |
| F | 43548 | 2.4% | |
| b | 43548 | 2.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 9 | 632779 | 21.1% | |
| 0 | 601516 | 20.1% | |
| - | 598978 | 20.0% | |
| 1 | 397727 | 13.3% | |
| 2 | 328708 | 11.0% | |
| 8 | 125054 | 4.2% | |
| 7 | 70650 | 2.4% | |
| 4 | 60873 | 2.0% | |
| 6 | 60842 | 2.0% | |
| 3 | 59585 | 2.0% | |
| 5 | 58178 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4791824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 9 | 632779 | 13.2% | |
| 0 | 601516 | 12.6% | |
| - | 598978 | 12.5% | |
| 1 | 397727 | 8.3% | |
| 2 | 328708 | 6.9% | |
| e | 151424 | 3.2% | |
| u | 151184 | 3.2% | |
| a | 140214 | 2.9% | |
| J | 139760 | 2.9% | |
| 8 | 125054 | 2.6% | |
| c | 108467 | 2.3% | |
| p | 102078 | 2.1% | |
| A | 101559 | 2.1% | |
| M | 94386 | 2.0% | |
| r | 92403 | 1.9% | |
| n | 91855 | 1.9% | |
| 7 | 70650 | 1.5% | |
| 4 | 60873 | 1.3% | |
| 6 | 60842 | 1.3% | |
| 3 | 59585 | 1.2% | |
| O | 58362 | 1.2% | |
| t | 58362 | 1.2% | |
| 5 | 58178 | 1.2% | |
| S | 57771 | 1.2% | |
| g | 57252 | 1.2% | |
| Other values (8) | 391857 | 8.2% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7312255208037691 |
|---|---|
| Minimum | 0.0 |
| Maximum | 8.0 |
| Zeros | 324734 |
| Zeros (%) | 54.2% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.000494885 |
|---|---|
| Coefficient of variation (CV) | 1.368243937 |
| Kurtosis | 3.002745821 |
| Mean | 0.7312255208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.618687004 |
| Sum | 437988 |
| Variance | 1.000990016 |
| Value | Count | Frequency (%) | |
| 0 | 324734 | 54.2% | |
| 1 | 165959 | 27.7% | |
| 2 | 68634 | 11.5% | |
| 3 | 28559 | 4.8% | |
| 4 | 7460 | 1.2% | |
| 5 | 2640 | 0.4% | |
| 6 | 922 | 0.2% | |
| 7 | 48 | < 0.1% | |
| 8 | 22 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 324734 | 54.2% | |
| 1 | 165959 | 27.7% | |
| 2 | 68634 | 11.5% | |
| 3 | 28559 | 4.8% | |
| 4 | 7460 | 1.2% | |
| 5 | 2640 | 0.4% | |
| 6 | 922 | 0.2% | |
| 7 | 48 | < 0.1% | |
| 8 | 22 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8 | 22 | < 0.1% | |
| 7 | 48 | < 0.1% | |
| 6 | 922 | 0.2% | |
| 5 | 2640 | 0.4% | |
| 4 | 7460 | 1.2% | |
| 3 | 28559 | 4.8% | |
| 2 | 68634 | 11.5% | |
| 1 | 165959 | 27.7% | |
| 0 | 324734 | 54.2% |
open_acc
Real number (ℝ≥0)
| Distinct count | 68 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.357196758478608 |
|---|---|
| Minimum | 0.0 |
| Maximum | 90.0 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 14 |
| 95-th percentile | 21 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.138351162 |
|---|---|
| Coefficient of variation (CV) | 0.4524312884 |
| Kurtosis | 3.009105238 |
| Mean | 11.35719676 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.214359794 |
| Sum | 6802711 |
| Variance | 26.40265266 |
| Value | Count | Frequency (%) | |
| 9 | 55478 | 9.3% | |
| 10 | 53925 | 9.0% | |
| 8 | 52897 | 8.8% | |
| 11 | 49685 | 8.3% | |
| 7 | 47154 | 7.9% | |
| 12 | 44179 | 7.4% | |
| 6 | 38755 | 6.5% | |
| 13 | 38192 | 6.4% | |
| 14 | 32035 | 5.3% | |
| 5 | 27278 | 4.6% | |
| 15 | 26430 | 4.4% | |
| 16 | 21993 | 3.7% | |
| 17 | 17732 | 3.0% | |
| 4 | 15934 | 2.7% | |
| 18 | 14461 | 2.4% | |
| 19 | 11698 | 2.0% | |
| 20 | 9143 | 1.5% | |
| 21 | 7299 | 1.2% | |
| 3 | 6666 | 1.1% | |
| 22 | 5693 | 1.0% | |
| 23 | 4450 | 0.7% | |
| 24 | 3516 | 0.6% | |
| 25 | 2808 | 0.5% | |
| 2 | 2011 | 0.3% | |
| 26 | 1979 | 0.3% | |
| Other values (43) | 7587 | 1.3% |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 1 | 124 | < 0.1% | |
| 2 | 2011 | 0.3% | |
| 3 | 6666 | 1.1% | |
| 4 | 15934 | 2.7% | |
| 5 | 27278 | 4.6% | |
| 6 | 38755 | 6.5% | |
| 7 | 47154 | 7.9% | |
| 8 | 52897 | 8.8% | |
| 9 | 55478 | 9.3% |
| Value | Count | Frequency (%) | |
| 90 | 1 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 62 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% |
| Distinct count | 27 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17776779781561258 |
|---|---|
| Minimum | 0.0 |
| Maximum | 63.0 |
| Zeros | 513890 |
| Zeros (%) | 85.8% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 63 |
| Range | 63 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5473312896 |
|---|---|
| Coefficient of variation (CV) | 3.078911346 |
| Kurtosis | 796.4119193 |
| Mean | 0.1777677978 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.76237687 |
| Sum | 106479 |
| Variance | 0.2995715406 |
| Value | Count | Frequency (%) | |
| 0 | 513890 | 85.8% | |
| 1 | 72171 | 12.0% | |
| 2 | 8610 | 1.4% | |
| 3 | 2522 | 0.4% | |
| 4 | 858 | 0.1% | |
| 5 | 453 | 0.1% | |
| 6 | 212 | < 0.1% | |
| 7 | 106 | < 0.1% | |
| 8 | 56 | < 0.1% | |
| 9 | 28 | < 0.1% | |
| 10 | 25 | < 0.1% | |
| 11 | 11 | < 0.1% | |
| 12 | 8 | < 0.1% | |
| 13 | 6 | < 0.1% | |
| 15 | 4 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 17 | 2 | < 0.1% | |
| 49 | 2 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 16 | 2 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 513890 | 85.8% | |
| 1 | 72171 | 12.0% | |
| 2 | 8610 | 1.4% | |
| 3 | 2522 | 0.4% | |
| 4 | 858 | 0.1% | |
| 5 | 453 | 0.1% | |
| 6 | 212 | < 0.1% | |
| 7 | 106 | < 0.1% | |
| 8 | 56 | < 0.1% | |
| 9 | 28 | < 0.1% |
| Value | Count | Frequency (%) | |
| 63 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 49 | 2 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 21 | 2 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 17 | 2 | < 0.1% |
revol_bal
Real number (ℝ≥0)
| Distinct count | 63435 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16507.430211126284 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2568995.0 |
| Zeros | 2500 |
| Zeros (%) | 0.4% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2042 |
| Q1 | 6462 |
| median | 11870 |
| Q3 | 20618 |
| 95-th percentile | 42157 |
| Maximum | 2568995 |
| Range | 2568995 |
| Interquartile range (IQR) | 14156 |
Descriptive statistics
| Standard deviation | 20934.14095 |
|---|---|
| Coefficient of variation (CV) | 1.268164741 |
| Kurtosis | 1098.369363 |
| Mean | 16507.43021 |
| Median Absolute Deviation (MAD) | 6389 |
| Skewness | 16.78810022 |
| Sum | 9887587533 |
| Variance | 438238257.4 |
| Value | Count | Frequency (%) | |
| 0 | 2500 | 0.4% | |
| 5466 | 49 | < 0.1% | |
| 6223 | 49 | < 0.1% | |
| 5365 | 49 | < 0.1% | |
| 7494 | 48 | < 0.1% | |
| 8696 | 48 | < 0.1% | |
| 5853 | 48 | < 0.1% | |
| 7429 | 48 | < 0.1% | |
| 6969 | 48 | < 0.1% | |
| 6902 | 48 | < 0.1% | |
| 5886 | 47 | < 0.1% | |
| 7500 | 46 | < 0.1% | |
| 4479 | 46 | < 0.1% | |
| 7792 | 46 | < 0.1% | |
| 4532 | 46 | < 0.1% | |
| 4802 | 46 | < 0.1% | |
| 5235 | 46 | < 0.1% | |
| 4249 | 46 | < 0.1% | |
| 6838 | 46 | < 0.1% | |
| 6162 | 46 | < 0.1% | |
| 5152 | 46 | < 0.1% | |
| 3565 | 46 | < 0.1% | |
| 5249 | 46 | < 0.1% | |
| 5482 | 45 | < 0.1% | |
| 5402 | 45 | < 0.1% | |
| Other values (63410) | 595354 | 99.4% |
| Value | Count | Frequency (%) | |
| 0 | 2500 | 0.4% | |
| 1 | 31 | < 0.1% | |
| 2 | 31 | < 0.1% | |
| 3 | 33 | < 0.1% | |
| 4 | 25 | < 0.1% | |
| 5 | 30 | < 0.1% | |
| 6 | 28 | < 0.1% | |
| 7 | 24 | < 0.1% | |
| 8 | 23 | < 0.1% | |
| 9 | 29 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2568995 | 1 | < 0.1% | |
| 2560703 | 1 | < 0.1% | |
| 1746716 | 1 | < 0.1% | |
| 1743266 | 1 | < 0.1% | |
| 1298783 | 1 | < 0.1% | |
| 1190046 | 1 | < 0.1% | |
| 1043860 | 1 | < 0.1% | |
| 1030826 | 1 | < 0.1% | |
| 988767 | 1 | < 0.1% | |
| 975800 | 1 | < 0.1% |
revol_util
Real number (ℝ≥0)
| Distinct count | 1291 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 341 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.83840975415819 |
|---|---|
| Minimum | 0.0 |
| Maximum | 892.3 |
| Zeros | 2599 |
| Zeros (%) | 0.4% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.2 |
| Q1 | 38.8 |
| median | 57 |
| Q3 | 74.3 |
| 95-th percentile | 92.5 |
| Maximum | 892.3 |
| Range | 892.3 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 23.71123841 |
|---|---|
| Coefficient of variation (CV) | 0.4246402882 |
| Kurtosis | 1.897890496 |
| Mean | 55.83840975 |
| Median Absolute Deviation (MAD) | 17.8 |
| Skewness | -0.1533792628 |
| Sum | 33426938.1 |
| Variance | 562.2228269 |
| Value | Count | Frequency (%) | |
| 0 | 2599 | 0.4% | |
| 53 | 1144 | 0.2% | |
| 58 | 1140 | 0.2% | |
| 59 | 1102 | 0.2% | |
| 61 | 1101 | 0.2% | |
| 57 | 1089 | 0.2% | |
| 63 | 1087 | 0.2% | |
| 60 | 1084 | 0.2% | |
| 62 | 1080 | 0.2% | |
| 54 | 1072 | 0.2% | |
| 55 | 1058 | 0.2% | |
| 52 | 1052 | 0.2% | |
| 65 | 1045 | 0.2% | |
| 47 | 1039 | 0.2% | |
| 48 | 1039 | 0.2% | |
| 56 | 1039 | 0.2% | |
| 50 | 1029 | 0.2% | |
| 66 | 1029 | 0.2% | |
| 49 | 1026 | 0.2% | |
| 67 | 1014 | 0.2% | |
| 51 | 1008 | 0.2% | |
| 46 | 1006 | 0.2% | |
| 72 | 996 | 0.2% | |
| 69 | 994 | 0.2% | |
| 64 | 989 | 0.2% | |
| Other values (1266) | 570776 | 95.3% |
| Value | Count | Frequency (%) | |
| 0 | 2599 | 0.4% | |
| 0.01 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.1 | 266 | < 0.1% | |
| 0.12 | 1 | < 0.1% | |
| 0.16 | 1 | < 0.1% | |
| 0.2 | 220 | < 0.1% | |
| 0.3 | 193 | < 0.1% |
| Value | Count | Frequency (%) | |
| 892.3 | 1 | < 0.1% | |
| 184.6 | 1 | < 0.1% | |
| 180.3 | 1 | < 0.1% | |
| 177.7 | 1 | < 0.1% | |
| 166.9 | 1 | < 0.1% | |
| 161.5 | 1 | < 0.1% | |
| 155.3 | 1 | < 0.1% | |
| 153.7 | 1 | < 0.1% | |
| 153 | 1 | < 0.1% | |
| 152.7 | 1 | < 0.1% |
total_acc
Real number (ℝ≥0)
| Distinct count | 118 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.226732868319036 |
|---|---|
| Minimum | 2.0 |
| Maximum | 162.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 17 |
| median | 24 |
| Q3 | 32 |
| 95-th percentile | 47 |
| Maximum | 162 |
| Range | 160 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.71768165 |
|---|---|
| Coefficient of variation (CV) | 0.464494618 |
| Kurtosis | 1.13717948 |
| Mean | 25.22673287 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.8497449996 |
| Sum | 15110258 |
| Variance | 137.3040632 |
| Value | Count | Frequency (%) | |
| 22 | 21858 | 3.6% | |
| 20 | 21826 | 3.6% | |
| 21 | 21783 | 3.6% | |
| 23 | 21292 | 3.6% | |
| 19 | 21288 | 3.6% | |
| 18 | 20991 | 3.5% | |
| 24 | 20991 | 3.5% | |
| 17 | 20833 | 3.5% | |
| 25 | 20074 | 3.4% | |
| 16 | 19864 | 3.3% | |
| 26 | 19709 | 3.3% | |
| 15 | 18940 | 3.2% | |
| 27 | 18668 | 3.1% | |
| 28 | 17794 | 3.0% | |
| 14 | 17792 | 3.0% | |
| 29 | 17006 | 2.8% | |
| 13 | 16666 | 2.8% | |
| 30 | 16075 | 2.7% | |
| 31 | 14897 | 2.5% | |
| 12 | 14854 | 2.5% | |
| 32 | 14295 | 2.4% | |
| 11 | 13424 | 2.2% | |
| 33 | 12933 | 2.2% | |
| 34 | 12074 | 2.0% | |
| 10 | 11707 | 2.0% | |
| Other values (93) | 151344 | 25.3% |
| Value | Count | Frequency (%) | |
| 2 | 23 | < 0.1% | |
| 3 | 411 | 0.1% | |
| 4 | 1901 | 0.3% | |
| 5 | 3009 | 0.5% | |
| 6 | 4513 | 0.8% | |
| 7 | 6222 | 1.0% | |
| 8 | 8027 | 1.3% | |
| 9 | 9696 | 1.6% | |
| 10 | 11707 | 2.0% | |
| 11 | 13424 | 2.2% |
| Value | Count | Frequency (%) | |
| 162 | 1 | < 0.1% | |
| 156 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 138 | 1 | < 0.1% | |
| 124 | 3 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 119 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 117 | 1 | < 0.1% | |
| 116 | 2 | < 0.1% |
initial_list_status
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| f | |
|---|---|
| w |
| Value | Count | Frequency (%) | |
| f | 361847 | 60.4% | |
| w | 237131 | 39.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| f | 361847 | 60.4% | |
| w | 237131 | 39.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 598978 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| f | 361847 | 60.4% | |
| w | 237131 | 39.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 598978 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| f | 361847 | 60.4% | |
| w | 237131 | 39.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 598978 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| f | 361847 | 60.4% | |
| w | 237131 | 39.6% |
| Distinct count | 171880 |
|---|---|
| Unique (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5946.808215326772 |
|---|---|
| Minimum | 0.0 |
| Maximum | 34073.89 |
| Zeros | 244733 |
| Zeros (%) | 40.9% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3032.27 |
| Q3 | 10070.04 |
| 95-th percentile | 21337.12 |
| Maximum | 34073.89 |
| Range | 34073.89 |
| Interquartile range (IQR) | 10070.04 |
Descriptive statistics
| Standard deviation | 7330.142896 |
|---|---|
| Coefficient of variation (CV) | 1.232618008 |
| Kurtosis | 0.8553566243 |
| Mean | 5946.808215 |
| Median Absolute Deviation (MAD) | 3032.27 |
| Skewness | 1.252088741 |
| Sum | 3562007291 |
| Variance | 53730994.87 |
| Value | Count | Frequency (%) | |
| 0 | 244733 | 40.9% | |
| 7977.02 | 146 | < 0.1% | |
| 7716.61 | 119 | < 0.1% | |
| 7953.1 | 119 | < 0.1% | |
| 11965.54 | 114 | < 0.1% | |
| 9572.45 | 111 | < 0.1% | |
| 7454.49 | 110 | < 0.1% | |
| 8052.37 | 109 | < 0.1% | |
| 8065.26 | 106 | < 0.1% | |
| 8008.35 | 106 | < 0.1% | |
| 15954.05 | 104 | < 0.1% | |
| 8083.44 | 103 | < 0.1% | |
| 7984.13 | 101 | < 0.1% | |
| 8092.93 | 100 | < 0.1% | |
| 8108.01 | 100 | < 0.1% | |
| 8028.22 | 98 | < 0.1% | |
| 9259.95 | 97 | < 0.1% | |
| 9633.92 | 93 | < 0.1% | |
| 7750.76 | 93 | < 0.1% | |
| 7558 | 92 | < 0.1% | |
| 11574.92 | 92 | < 0.1% | |
| 6934.63 | 92 | < 0.1% | |
| 7832.7 | 91 | < 0.1% | |
| 7843.06 | 90 | < 0.1% | |
| 6381.6 | 87 | < 0.1% | |
| Other values (171855) | 351772 | 58.7% |
| Value | Count | Frequency (%) | |
| 0 | 244733 | 40.9% | |
| 0.01 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.25 | 1 | < 0.1% | |
| 0.38 | 1 | < 0.1% | |
| 0.45 | 1 | < 0.1% | |
| 0.49 | 1 | < 0.1% | |
| 0.62 | 1 | < 0.1% | |
| 0.72 | 1 | < 0.1% | |
| 0.92 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34073.89 | 1 | < 0.1% | |
| 34033.94 | 1 | < 0.1% | |
| 33879.3 | 1 | < 0.1% | |
| 33734.8 | 1 | < 0.1% | |
| 33711.16 | 1 | < 0.1% | |
| 33571.07 | 1 | < 0.1% | |
| 33506.29 | 1 | < 0.1% | |
| 32942.54 | 1 | < 0.1% | |
| 32903.34 | 1 | < 0.1% | |
| 32835.72 | 1 | < 0.1% |
| Distinct count | 179987 |
|---|---|
| Unique (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5945.054197633302 |
|---|---|
| Minimum | 0.0 |
| Maximum | 34073.89 |
| Zeros | 244733 |
| Zeros (%) | 40.9% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3031.615 |
| Q3 | 10066.86 |
| 95-th percentile | 21337.12 |
| Maximum | 34073.89 |
| Range | 34073.89 |
| Interquartile range (IQR) | 10066.86 |
Descriptive statistics
| Standard deviation | 7328.397671 |
|---|---|
| Coefficient of variation (CV) | 1.232688118 |
| Kurtosis | 0.8559425342 |
| Mean | 5945.054198 |
| Median Absolute Deviation (MAD) | 3031.615 |
| Skewness | 1.252295205 |
| Sum | 3560956673 |
| Variance | 53705412.43 |
| Value | Count | Frequency (%) | |
| 0 | 244733 | 40.9% | |
| 7977.02 | 142 | < 0.1% | |
| 7953.1 | 115 | < 0.1% | |
| 11965.54 | 112 | < 0.1% | |
| 9572.45 | 109 | < 0.1% | |
| 7716.61 | 108 | < 0.1% | |
| 8052.37 | 107 | < 0.1% | |
| 7454.49 | 105 | < 0.1% | |
| 8065.26 | 104 | < 0.1% | |
| 8083.44 | 102 | < 0.1% | |
| 15954.05 | 101 | < 0.1% | |
| 8092.93 | 100 | < 0.1% | |
| 8008.35 | 97 | < 0.1% | |
| 8108.01 | 96 | < 0.1% | |
| 8028.22 | 94 | < 0.1% | |
| 7984.13 | 93 | < 0.1% | |
| 6934.63 | 90 | < 0.1% | |
| 9259.95 | 89 | < 0.1% | |
| 7843.06 | 87 | < 0.1% | |
| 6381.6 | 87 | < 0.1% | |
| 7832.7 | 87 | < 0.1% | |
| 7558 | 86 | < 0.1% | |
| 9633.92 | 84 | < 0.1% | |
| 7199.74 | 83 | < 0.1% | |
| 7750.76 | 83 | < 0.1% | |
| Other values (179962) | 351884 | 58.7% |
| Value | Count | Frequency (%) | |
| 0 | 244733 | 40.9% | |
| 0.01 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 0.25 | 1 | < 0.1% | |
| 0.38 | 1 | < 0.1% | |
| 0.45 | 1 | < 0.1% | |
| 0.49 | 1 | < 0.1% | |
| 0.62 | 1 | < 0.1% | |
| 0.72 | 1 | < 0.1% | |
| 0.92 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 34073.89 | 1 | < 0.1% | |
| 34033.94 | 1 | < 0.1% | |
| 33879.3 | 1 | < 0.1% | |
| 33734.8 | 1 | < 0.1% | |
| 33687.09 | 1 | < 0.1% | |
| 33571.07 | 1 | < 0.1% | |
| 33506.29 | 1 | < 0.1% | |
| 32942.54 | 1 | < 0.1% | |
| 32903.34 | 1 | < 0.1% | |
| 32835.72 | 1 | < 0.1% |
| Distinct count | 411061 |
|---|---|
| Unique (%) | 68.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10073.087966917265 |
|---|---|
| Minimum | 0.0 |
| Maximum | 57777.5798702 |
| Zeros | 126 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1760.428 |
| Q1 | 4242.35 |
| median | 7631.015 |
| Q3 | 13403.25 |
| 95-th percentile | 26751.556 |
| Maximum | 57777.57987 |
| Range | 57777.57987 |
| Interquartile range (IQR) | 9160.9 |
Descriptive statistics
| Standard deviation | 8091.548244 |
|---|---|
| Coefficient of variation (CV) | 0.8032837865 |
| Kurtosis | 2.750376225 |
| Mean | 10073.08797 |
| Median Absolute Deviation (MAD) | 4071.025 |
| Skewness | 1.57463778 |
| Sum | 6033558084 |
| Variance | 65473152.98 |
| Value | Count | Frequency (%) | |
| 0 | 126 | < 0.1% | |
| 6743.73 | 114 | < 0.1% | |
| 2498.5 | 100 | < 0.1% | |
| 2811.36 | 91 | < 0.1% | |
| 5564.78 | 76 | < 0.1% | |
| 5497.46 | 76 | < 0.1% | |
| 5619.69 | 73 | < 0.1% | |
| 5419.43 | 72 | < 0.1% | |
| 2463.44 | 72 | < 0.1% | |
| 3747.74 | 71 | < 0.1% | |
| 2545.23 | 70 | < 0.1% | |
| 6219.46 | 69 | < 0.1% | |
| 5892.12 | 68 | < 0.1% | |
| 2661.41 | 68 | < 0.1% | |
| 2575.49 | 68 | < 0.1% | |
| 7074.9 | 67 | < 0.1% | |
| 3373.61 | 67 | < 0.1% | |
| 2998.18 | 67 | < 0.1% | |
| 3124.22 | 67 | < 0.1% | |
| 2612.61 | 67 | < 0.1% | |
| 6280.83 | 66 | < 0.1% | |
| 4996.99 | 65 | < 0.1% | |
| 2509.06 | 65 | < 0.1% | |
| 7306.2 | 64 | < 0.1% | |
| 6355.31 | 63 | < 0.1% | |
| Other values (411036) | 597106 | 99.7% |
| Value | Count | Frequency (%) | |
| 0 | 126 | < 0.1% | |
| 29.61 | 1 | < 0.1% | |
| 33.73 | 1 | < 0.1% | |
| 34.88 | 1 | < 0.1% | |
| 35.69 | 1 | < 0.1% | |
| 35.71 | 1 | < 0.1% | |
| 40.79 | 1 | < 0.1% | |
| 44.92 | 2 | < 0.1% | |
| 44.96 | 1 | < 0.1% | |
| 47.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 57777.57987 | 1 | < 0.1% | |
| 57060.13991 | 1 | < 0.1% | |
| 56809.05163 | 1 | < 0.1% | |
| 56087.90992 | 1 | < 0.1% | |
| 55982.6499 | 1 | < 0.1% | |
| 55906.9499 | 1 | < 0.1% | |
| 55876.07267 | 1 | < 0.1% | |
| 55759.48994 | 1 | < 0.1% | |
| 55758.22208 | 1 | < 0.1% | |
| 55444.75006 | 1 | < 0.1% |
| Distinct count | 406503 |
|---|---|
| Unique (%) | 67.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10029.098206428287 |
|---|---|
| Minimum | 0.0 |
| Maximum | 57777.58 |
| Zeros | 275 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1735.0025 |
| Q1 | 4219.6 |
| median | 7593.02 |
| Q3 | 13349.895 |
| 95-th percentile | 26663.6295 |
| Maximum | 57777.58 |
| Range | 57777.58 |
| Interquartile range (IQR) | 9130.295 |
Descriptive statistics
| Standard deviation | 8070.839362 |
|---|---|
| Coefficient of variation (CV) | 0.8047422805 |
| Kurtosis | 2.758230908 |
| Mean | 10029.09821 |
| Median Absolute Deviation (MAD) | 4057.6 |
| Skewness | 1.576581497 |
| Sum | 6007209185 |
| Variance | 65138448.01 |
| Value | Count | Frequency (%) | |
| 0 | 275 | < 0.1% | |
| 6743.73 | 110 | < 0.1% | |
| 2498.5 | 97 | < 0.1% | |
| 2811.36 | 81 | < 0.1% | |
| 5564.78 | 75 | < 0.1% | |
| 5497.46 | 74 | < 0.1% | |
| 5419.43 | 71 | < 0.1% | |
| 5619.69 | 69 | < 0.1% | |
| 2463.44 | 69 | < 0.1% | |
| 3747.74 | 69 | < 0.1% | |
| 2661.41 | 67 | < 0.1% | |
| 6219.46 | 66 | < 0.1% | |
| 2998.18 | 66 | < 0.1% | |
| 2612.61 | 66 | < 0.1% | |
| 7074.9 | 65 | < 0.1% | |
| 5892.12 | 65 | < 0.1% | |
| 3124.22 | 64 | < 0.1% | |
| 6280.83 | 64 | < 0.1% | |
| 2575.49 | 64 | < 0.1% | |
| 3373.61 | 63 | < 0.1% | |
| 2545.23 | 63 | < 0.1% | |
| 4996.99 | 62 | < 0.1% | |
| 2676.55 | 61 | < 0.1% | |
| 5302.98 | 61 | < 0.1% | |
| 3032.1 | 61 | < 0.1% | |
| Other values (406478) | 597030 | 99.7% |
| Value | Count | Frequency (%) | |
| 0 | 275 | < 0.1% | |
| 0.5 | 1 | < 0.1% | |
| 12.65 | 1 | < 0.1% | |
| 18.97 | 1 | < 0.1% | |
| 21.6 | 1 | < 0.1% | |
| 25.18 | 1 | < 0.1% | |
| 26.19 | 1 | < 0.1% | |
| 29.61 | 1 | < 0.1% | |
| 33.73 | 1 | < 0.1% | |
| 33.99 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 57777.58 | 1 | < 0.1% | |
| 57019.38 | 1 | < 0.1% | |
| 56475.05 | 1 | < 0.1% | |
| 56047.85 | 1 | < 0.1% | |
| 55982.65 | 1 | < 0.1% | |
| 55876.07 | 1 | < 0.1% | |
| 55867.02 | 1 | < 0.1% | |
| 55759.49 | 1 | < 0.1% | |
| 55145.01 | 1 | < 0.1% | |
| 55061 | 1 | < 0.1% |
| Distinct count | 203394 |
|---|---|
| Unique (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7730.781476147704 |
|---|---|
| Minimum | 0.0 |
| Maximum | 35000.03 |
| Zeros | 484 |
| Zeros (%) | 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1112.55 |
| Q1 | 2764.05 |
| median | 5393.34 |
| Q3 | 10150.3825 |
| 95-th percentile | 22400 |
| Maximum | 35000.03 |
| Range | 35000.03 |
| Interquartile range (IQR) | 7386.3325 |
Descriptive statistics
| Standard deviation | 6923.288534 |
|---|---|
| Coefficient of variation (CV) | 0.8955483421 |
| Kurtosis | 2.681955163 |
| Mean | 7730.781476 |
| Median Absolute Deviation (MAD) | 3208.89 |
| Skewness | 1.634554028 |
| Sum | 4630568027 |
| Variance | 47931924.13 |
| Value | Count | Frequency (%) | |
| 10000 | 14121 | 2.4% | |
| 12000 | 11155 | 1.9% | |
| 15000 | 9233 | 1.5% | |
| 20000 | 8341 | 1.4% | |
| 8000 | 6937 | 1.2% | |
| 6000 | 6888 | 1.1% | |
| 5000 | 6317 | 1.1% | |
| 35000 | 5565 | 0.9% | |
| 16000 | 4715 | 0.8% | |
| 18000 | 4309 | 0.7% | |
| 7000 | 3765 | 0.6% | |
| 25000 | 3738 | 0.6% | |
| 24000 | 3500 | 0.6% | |
| 4000 | 3126 | 0.5% | |
| 14000 | 3084 | 0.5% | |
| 9000 | 2911 | 0.5% | |
| 3000 | 2797 | 0.5% | |
| 30000 | 2703 | 0.5% | |
| 21000 | 2374 | 0.4% | |
| 28000 | 2276 | 0.4% | |
| 13000 | 1789 | 0.3% | |
| 9600 | 1773 | 0.3% | |
| 7200 | 1764 | 0.3% | |
| 11000 | 1713 | 0.3% | |
| 7500 | 1433 | 0.2% | |
| Other values (203369) | 482651 | 80.6% |
| Value | Count | Frequency (%) | |
| 0 | 484 | 0.1% | |
| 18.8 | 1 | < 0.1% | |
| 19.31 | 1 | < 0.1% | |
| 21.21 | 1 | < 0.1% | |
| 21.34 | 1 | < 0.1% | |
| 21.6 | 1 | < 0.1% | |
| 21.63 | 1 | < 0.1% | |
| 21.93 | 1 | < 0.1% | |
| 22.24 | 1 | < 0.1% | |
| 22.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 35000.03 | 1 | < 0.1% | |
| 35000.02 | 5 | < 0.1% | |
| 35000.01 | 29 | < 0.1% | |
| 35000 | 5565 | 0.9% | |
| 34999.99 | 76 | < 0.1% | |
| 34999.98 | 8 | < 0.1% | |
| 34999.97 | 11 | < 0.1% | |
| 34999.96 | 10 | < 0.1% | |
| 34999.95 | 8 | < 0.1% | |
| 34999.92 | 1 | < 0.1% |
total_rec_int
Real number (ℝ≥0)
| Distinct count | 294790 |
|---|---|
| Unique (%) | 49.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2274.6176951908083 |
|---|---|
| Minimum | 0.0 |
| Maximum | 24205.62 |
| Zeros | 462 |
| Zeros (%) | 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 280.02 |
| Q1 | 821 |
| median | 1573.125 |
| Q3 | 2871.0875 |
| 95-th percentile | 6817.09 |
| Maximum | 24205.62 |
| Range | 24205.62 |
| Interquartile range (IQR) | 2050.0875 |
Descriptive statistics
| Standard deviation | 2270.974523 |
|---|---|
| Coefficient of variation (CV) | 0.9983983367 |
| Kurtosis | 9.054379064 |
| Mean | 2274.617695 |
| Median Absolute Deviation (MAD) | 898.355 |
| Skewness | 2.51237751 |
| Sum | 1362445958 |
| Variance | 5157325.286 |
| Value | Count | Frequency (%) | |
| 0 | 462 | 0.1% | |
| 475.52 | 101 | < 0.1% | |
| 527.97 | 90 | < 0.1% | |
| 570.63 | 77 | < 0.1% | |
| 1249.39 | 75 | < 0.1% | |
| 1329.13 | 74 | < 0.1% | |
| 553.58 | 73 | < 0.1% | |
| 690.75 | 73 | < 0.1% | |
| 603.71 | 73 | < 0.1% | |
| 713.28 | 73 | < 0.1% | |
| 1037.31 | 72 | < 0.1% | |
| 1350.99 | 72 | < 0.1% | |
| 1263.64 | 69 | < 0.1% | |
| 951.04 | 69 | < 0.1% | |
| 633.56 | 68 | < 0.1% | |
| 744.85 | 68 | < 0.1% | |
| 664.98 | 68 | < 0.1% | |
| 1499.26 | 67 | < 0.1% | |
| 578.71 | 67 | < 0.1% | |
| 416.54 | 67 | < 0.1% | |
| 1425.66 | 66 | < 0.1% | |
| 1542.27 | 66 | < 0.1% | |
| 493.19 | 66 | < 0.1% | |
| 1437.51 | 65 | < 0.1% | |
| 1716.03 | 64 | < 0.1% | |
| Other values (294765) | 596793 | 99.6% |
| Value | Count | Frequency (%) | |
| 0 | 462 | 0.1% | |
| 0.01 | 4 | < 0.1% | |
| 0.56 | 1 | < 0.1% | |
| 0.62 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 1.16 | 1 | < 0.1% | |
| 1.34 | 1 | < 0.1% | |
| 1.39 | 1 | < 0.1% | |
| 1.67 | 1 | < 0.1% | |
| 2.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24205.62 | 1 | < 0.1% | |
| 23450.38 | 1 | < 0.1% | |
| 23172.31 | 1 | < 0.1% | |
| 23171.65 | 1 | < 0.1% | |
| 23062.45 | 1 | < 0.1% | |
| 22930.84 | 1 | < 0.1% | |
| 22891.95 | 1 | < 0.1% | |
| 22886.89 | 1 | < 0.1% | |
| 22777.58 | 1 | < 0.1% | |
| 22745.22 | 1 | < 0.1% |
| Distinct count | 5309 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.43951118928143845 |
|---|---|
| Minimum | 0.0 |
| Maximum | 358.68 |
| Zeros | 589426 |
| Zeros (%) | 98.4% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 358.68 |
| Range | 358.68 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.245092641 |
|---|---|
| Coefficient of variation (CV) | 9.658667958 |
| Kurtosis | 482.5269891 |
| Mean | 0.4395111893 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.49089103 |
| Sum | 263257.5331 |
| Variance | 18.02081153 |
| Value | Count | Frequency (%) | |
| 0 | 589426 | 98.4% | |
| 15 | 2081 | 0.3% | |
| 30 | 244 | < 0.1% | |
| 45 | 28 | < 0.1% | |
| 17.41 | 14 | < 0.1% | |
| 16.37 | 14 | < 0.1% | |
| 16.84 | 13 | < 0.1% | |
| 16.06 | 13 | < 0.1% | |
| 20.6 | 13 | < 0.1% | |
| 60 | 13 | < 0.1% | |
| 18.87 | 11 | < 0.1% | |
| 20.5 | 11 | < 0.1% | |
| 18.02 | 11 | < 0.1% | |
| 16.61 | 10 | < 0.1% | |
| 17.48 | 10 | < 0.1% | |
| 20 | 10 | < 0.1% | |
| 15.94 | 10 | < 0.1% | |
| 16.64 | 10 | < 0.1% | |
| 16.72 | 9 | < 0.1% | |
| 16.17 | 9 | < 0.1% | |
| 24.79 | 9 | < 0.1% | |
| 24.91 | 9 | < 0.1% | |
| 19.64 | 9 | < 0.1% | |
| 17.01 | 9 | < 0.1% | |
| 34.34 | 8 | < 0.1% | |
| Other values (5284) | 6974 | 1.2% |
| Value | Count | Frequency (%) | |
| 0 | 589426 | 98.4% | |
| 0.01 | 6 | < 0.1% | |
| 0.0607997508 | 1 | < 0.1% | |
| 0.0737871041 | 1 | < 0.1% | |
| 0.0818376853 | 1 | < 0.1% | |
| 0.1017045619 | 1 | < 0.1% | |
| 0.1357656267 | 1 | < 0.1% | |
| 0.1800829035 | 1 | < 0.1% | |
| 0.1847736202 | 1 | < 0.1% | |
| 0.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 358.68 | 1 | < 0.1% | |
| 294.68 | 1 | < 0.1% | |
| 286.7475657 | 1 | < 0.1% | |
| 252.8 | 1 | < 0.1% | |
| 242.55 | 1 | < 0.1% | |
| 229.75 | 1 | < 0.1% | |
| 213.3 | 1 | < 0.1% | |
| 196.15 | 1 | < 0.1% | |
| 194.37 | 1 | < 0.1% | |
| 184.6 | 1 | < 0.1% |
| Distinct count | 22626 |
|---|---|
| Unique (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.24928667736336 |
|---|---|
| Minimum | 0.0 |
| Maximum | 33520.27 |
| Zeros | 574792 |
| Zeros (%) | 96.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33520.27 |
| Range | 33520.27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 491.327816 |
|---|---|
| Coefficient of variation (CV) | 7.306067325 |
| Kurtosis | 402.7186208 |
| Mean | 67.24928668 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.57906694 |
| Sum | 40280843.24 |
| Variance | 241403.0228 |
| Value | Count | Frequency (%) | |
| 0 | 574792 | 96.0% | |
| 200 | 10 | < 0.1% | |
| 11.7 | 9 | < 0.1% | |
| 14.28 | 9 | < 0.1% | |
| 16.5 | 8 | < 0.1% | |
| 800 | 8 | < 0.1% | |
| 100 | 8 | < 0.1% | |
| 10.4 | 8 | < 0.1% | |
| 10 | 8 | < 0.1% | |
| 16.8 | 7 | < 0.1% | |
| 11.2 | 7 | < 0.1% | |
| 12 | 7 | < 0.1% | |
| 10.08 | 7 | < 0.1% | |
| 10.2 | 7 | < 0.1% | |
| 10.35 | 6 | < 0.1% | |
| 5200 | 6 | < 0.1% | |
| 12.24 | 6 | < 0.1% | |
| 10.66 | 6 | < 0.1% | |
| 13.44 | 6 | < 0.1% | |
| 5000 | 6 | < 0.1% | |
| 13.5 | 6 | < 0.1% | |
| 11.16 | 6 | < 0.1% | |
| 13.2 | 6 | < 0.1% | |
| 10.56 | 6 | < 0.1% | |
| 10.92 | 6 | < 0.1% | |
| Other values (22601) | 24017 | 4.0% |
| Value | Count | Frequency (%) | |
| 0 | 574792 | 96.0% | |
| 3.6 | 1 | < 0.1% | |
| 6.3 | 1 | < 0.1% | |
| 6.31 | 1 | < 0.1% | |
| 6.87 | 1 | < 0.1% | |
| 7.11 | 1 | < 0.1% | |
| 8.19 | 1 | < 0.1% | |
| 8.35 | 1 | < 0.1% | |
| 8.36 | 1 | < 0.1% | |
| 8.41 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33520.27 | 1 | < 0.1% | |
| 31900.52 | 1 | < 0.1% | |
| 29623.35 | 1 | < 0.1% | |
| 29282.07 | 1 | < 0.1% | |
| 25000.29 | 1 | < 0.1% | |
| 24862.1 | 1 | < 0.1% | |
| 24833.68 | 1 | < 0.1% | |
| 23184.33 | 1 | < 0.1% | |
| 23035.92 | 1 | < 0.1% | |
| 22943.37 | 1 | < 0.1% |
| Distinct count | 20529 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.075546945464249 |
|---|---|
| Minimum | 0.0 |
| Maximum | 7002.19 |
| Zeros | 575943 |
| Zeros (%) | 96.2% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7002.19 |
| Range | 7002.19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 74.58798626 |
|---|---|
| Coefficient of variation (CV) | 10.54165662 |
| Kurtosis | 1143.478789 |
| Mean | 7.075546945 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.99513225 |
| Sum | 4238096.958 |
| Variance | 5563.367695 |
| Value | Count | Frequency (%) | |
| 0 | 575943 | 96.2% | |
| 2 | 15 | < 0.1% | |
| 2.52 | 11 | < 0.1% | |
| 1.88 | 11 | < 0.1% | |
| 1.8 | 11 | < 0.1% | |
| 4.52 | 11 | < 0.1% | |
| 1.2 | 11 | < 0.1% | |
| 3.09 | 10 | < 0.1% | |
| 1.07 | 10 | < 0.1% | |
| 1.69 | 10 | < 0.1% | |
| 3.39 | 10 | < 0.1% | |
| 3.2 | 10 | < 0.1% | |
| 2.61 | 10 | < 0.1% | |
| 2.88 | 10 | < 0.1% | |
| 1.55 | 10 | < 0.1% | |
| 2.02 | 9 | < 0.1% | |
| 3.93 | 9 | < 0.1% | |
| 3.71 | 9 | < 0.1% | |
| 2.43 | 9 | < 0.1% | |
| 0.8 | 9 | < 0.1% | |
| 1.6 | 9 | < 0.1% | |
| 0.93 | 9 | < 0.1% | |
| 1.9 | 9 | < 0.1% | |
| 1.62 | 9 | < 0.1% | |
| 2.08 | 9 | < 0.1% | |
| Other values (20504) | 22795 | 3.8% |
| Value | Count | Frequency (%) | |
| 0 | 575943 | 96.2% | |
| 0.036 | 1 | < 0.1% | |
| 0.063 | 1 | < 0.1% | |
| 0.0710999972 | 1 | < 0.1% | |
| 0.0745000012 | 1 | < 0.1% | |
| 0.0884999988 | 1 | < 0.1% | |
| 0.1347999947 | 1 | < 0.1% | |
| 0.1393000004 | 1 | < 0.1% | |
| 0.16 | 1 | < 0.1% | |
| 0.1952 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7002.19 | 1 | < 0.1% | |
| 6972.59 | 1 | < 0.1% | |
| 6543.04 | 1 | < 0.1% | |
| 5774.8 | 1 | < 0.1% | |
| 5694.0936 | 1 | < 0.1% | |
| 5602.72 | 1 | < 0.1% | |
| 5569.92 | 1 | < 0.1% | |
| 5216.74 | 1 | < 0.1% | |
| 5036.01 | 1 | < 0.1% | |
| 4902.08 | 1 | < 0.1% |
| Distinct count | 97 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 456 |
| Missing (%) | 0.1% |
| Memory size | 4.6 MiB |
| Jan-2016 | |
|---|---|
| Dec-2015 | |
| Jul-2015 | 14036 |
| Aug-2015 | 12178 |
| Jun-2015 | 11874 |
| Other values (92) |
| Value | Count | Frequency (%) | |
| Jan-2016 | 273965 | 45.7% | |
| Dec-2015 | 93163 | 15.6% | |
| Jul-2015 | 14036 | 2.3% | |
| Aug-2015 | 12178 | 2.0% | |
| Jun-2015 | 11874 | 2.0% | |
| Oct-2015 | 11103 | 1.9% | |
| Apr-2015 | 11102 | 1.9% | |
| May-2015 | 11065 | 1.8% | |
| Mar-2015 | 10755 | 1.8% | |
| Sep-2015 | 10439 | 1.7% | |
| Nov-2015 | 9052 | 1.5% | |
| Feb-2015 | 8848 | 1.5% | |
| Jan-2015 | 8653 | 1.4% | |
| Oct-2014 | 7671 | 1.3% | |
| Dec-2014 | 7249 | 1.2% | |
| Sep-2014 | 6315 | 1.1% | |
| Jul-2014 | 6312 | 1.1% | |
| Aug-2014 | 6301 | 1.1% | |
| Nov-2014 | 6202 | 1.0% | |
| Jun-2014 | 5618 | 0.9% | |
| May-2014 | 4717 | 0.8% | |
| Mar-2014 | 4569 | 0.8% | |
| Apr-2014 | 4319 | 0.7% | |
| Jan-2014 | 3642 | 0.6% | |
| Feb-2014 | 3627 | 0.6% | |
| Other values (72) | 45747 | 7.6% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.996193516 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 609888 | 12.7% | |
| 1 | 602822 | 12.6% | |
| 0 | 601066 | 12.5% | |
| - | 598522 | 12.5% | |
| J | 333724 | 7.0% | |
| a | 327298 | 6.8% | |
| n | 310351 | 6.5% | |
| 6 | 273965 | 5.7% | |
| 5 | 212268 | 4.4% | |
| e | 141807 | 3.0% | |
| c | 129106 | 2.7% | |
| D | 105520 | 2.2% | |
| u | 67833 | 1.4% | |
| 4 | 66542 | 1.4% | |
| A | 41410 | 0.9% | |
| p | 39689 | 0.8% | |
| M | 38235 | 0.8% | |
| r | 37615 | 0.8% | |
| 3 | 26841 | 0.6% | |
| l | 24285 | 0.5% | |
| O | 23586 | 0.5% | |
| t | 23586 | 0.5% | |
| g | 22716 | 0.5% | |
| S | 20995 | 0.4% | |
| N | 19760 | 0.4% | |
| Other values (7) | 90114 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2394088 | 50.0% | |
| Lowercase Letter | 1198412 | 25.0% | |
| Uppercase Letter | 598522 | 12.5% | |
| Dash Punctuation | 598522 | 12.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 333724 | 55.8% | |
| D | 105520 | 17.6% | |
| A | 41410 | 6.9% | |
| M | 38235 | 6.4% | |
| O | 23586 | 3.9% | |
| S | 20995 | 3.5% | |
| N | 19760 | 3.3% | |
| F | 15292 | 2.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 327298 | 27.3% | |
| n | 310351 | 25.9% | |
| e | 141807 | 11.8% | |
| c | 129106 | 10.8% | |
| u | 67833 | 5.7% | |
| p | 39689 | 3.3% | |
| r | 37615 | 3.1% | |
| l | 24285 | 2.0% | |
| t | 23586 | 2.0% | |
| g | 22716 | 1.9% | |
| o | 19760 | 1.6% | |
| v | 19760 | 1.6% | |
| y | 19314 | 1.6% | |
| b | 15292 | 1.3% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 598522 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 609888 | 25.5% | |
| 1 | 602822 | 25.2% | |
| 0 | 601066 | 25.1% | |
| 6 | 273965 | 11.4% | |
| 5 | 212268 | 8.9% | |
| 4 | 66542 | 2.8% | |
| 3 | 26841 | 1.1% | |
| 9 | 559 | < 0.1% | |
| 8 | 137 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2992610 | 62.5% | |
| Latin | 1796934 | 37.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| J | 333724 | 18.6% | |
| a | 327298 | 18.2% | |
| n | 310351 | 17.3% | |
| e | 141807 | 7.9% | |
| c | 129106 | 7.2% | |
| D | 105520 | 5.9% | |
| u | 67833 | 3.8% | |
| A | 41410 | 2.3% | |
| p | 39689 | 2.2% | |
| M | 38235 | 2.1% | |
| r | 37615 | 2.1% | |
| l | 24285 | 1.4% | |
| O | 23586 | 1.3% | |
| t | 23586 | 1.3% | |
| g | 22716 | 1.3% | |
| S | 20995 | 1.2% | |
| N | 19760 | 1.1% | |
| o | 19760 | 1.1% | |
| v | 19760 | 1.1% | |
| y | 19314 | 1.1% | |
| F | 15292 | 0.9% | |
| b | 15292 | 0.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 609888 | 20.4% | |
| 1 | 602822 | 20.1% | |
| 0 | 601066 | 20.1% | |
| - | 598522 | 20.0% | |
| 6 | 273965 | 9.2% | |
| 5 | 212268 | 7.1% | |
| 4 | 66542 | 2.2% | |
| 3 | 26841 | 0.9% | |
| 9 | 559 | < 0.1% | |
| 8 | 137 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4789544 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 609888 | 12.7% | |
| 1 | 602822 | 12.6% | |
| 0 | 601066 | 12.5% | |
| - | 598522 | 12.5% | |
| J | 333724 | 7.0% | |
| a | 327298 | 6.8% | |
| n | 310351 | 6.5% | |
| 6 | 273965 | 5.7% | |
| 5 | 212268 | 4.4% | |
| e | 141807 | 3.0% | |
| c | 129106 | 2.7% | |
| D | 105520 | 2.2% | |
| u | 67833 | 1.4% | |
| 4 | 66542 | 1.4% | |
| A | 41410 | 0.9% | |
| p | 39689 | 0.8% | |
| M | 38235 | 0.8% | |
| r | 37615 | 0.8% | |
| 3 | 26841 | 0.6% | |
| l | 24285 | 0.5% | |
| O | 23586 | 0.5% | |
| t | 23586 | 0.5% | |
| g | 22716 | 0.5% | |
| S | 20995 | 0.4% | |
| N | 19760 | 0.4% | |
| Other values (7) | 90114 | 1.9% |
last_pymnt_amnt
Real number (ℝ≥0)
| Distinct count | 215439 |
|---|---|
| Unique (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2815.7930834493336 |
|---|---|
| Minimum | 0.0 |
| Maximum | 36475.59 |
| Zeros | 461 |
| Zeros (%) | 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 126.1955 |
| Q1 | 305.08 |
| median | 507.38 |
| Q3 | 1506.6025 |
| 95-th percentile | 15114.5535 |
| Maximum | 36475.59 |
| Range | 36475.59 |
| Interquartile range (IQR) | 1201.5225 |
Descriptive statistics
| Standard deviation | 5398.379951 |
|---|---|
| Coefficient of variation (CV) | 1.917179207 |
| Kurtosis | 8.498032782 |
| Mean | 2815.793083 |
| Median Absolute Deviation (MAD) | 266.26 |
| Skewness | 2.817688031 |
| Sum | 1686598110 |
| Variance | 29142506.1 |
| Value | Count | Frequency (%) | |
| 327.34 | 1175 | 0.2% | |
| 336.9 | 920 | 0.2% | |
| 392.81 | 811 | 0.1% | |
| 491.01 | 808 | 0.1% | |
| 332.1 | 762 | 0.1% | |
| 318.79 | 743 | 0.1% | |
| 654.68 | 643 | 0.1% | |
| 163.67 | 591 | 0.1% | |
| 196.41 | 571 | 0.1% | |
| 261.88 | 567 | 0.1% | |
| 289.34 | 540 | 0.1% | |
| 382.55 | 537 | 0.1% | |
| 334.49 | 531 | 0.1% | |
| 608.72 | 525 | 0.1% | |
| 478.19 | 523 | 0.1% | |
| 482.23 | 518 | 0.1% | |
| 269.52 | 507 | 0.1% | |
| 880.61 | 504 | 0.1% | |
| 312.86 | 500 | 0.1% | |
| 500 | 489 | 0.1% | |
| 168.45 | 485 | 0.1% | |
| 498.15 | 485 | 0.1% | |
| 505.34 | 463 | 0.1% | |
| 0 | 461 | 0.1% | |
| 404.27 | 458 | 0.1% | |
| Other values (215414) | 583861 | 97.5% |
| Value | Count | Frequency (%) | |
| 0 | 461 | 0.1% | |
| 0.01 | 21 | < 0.1% | |
| 0.02 | 4 | < 0.1% | |
| 0.03 | 7 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.05 | 1 | < 0.1% | |
| 0.06 | 1 | < 0.1% | |
| 0.07 | 1 | < 0.1% | |
| 0.08 | 1 | < 0.1% | |
| 0.09 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 36475.59 | 1 | < 0.1% | |
| 36347.05 | 1 | < 0.1% | |
| 36234.44 | 1 | < 0.1% | |
| 36174.68 | 1 | < 0.1% | |
| 36170.14 | 1 | < 0.1% | |
| 36133.3 | 1 | < 0.1% | |
| 36117.51 | 1 | < 0.1% | |
| 36115.2 | 1 | < 0.1% | |
| 36090.92 | 1 | < 0.1% | |
| 36043.81 | 1 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 244687 |
| Missing (%) | 40.9% |
| Memory size | 4.6 MiB |
| Feb-2016 | |
|---|---|
| Jan-2016 | 42801 |
| Mar-2016 | 28 |
| Value | Count | Frequency (%) | |
| Feb-2016 | 311462 | 52.0% | |
| Jan-2016 | 42801 | 7.1% | |
| Mar-2016 | 28 | < 0.1% | |
| (Missing) | 244687 | 40.9% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 5.957462545 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 532175 | 14.9% | |
| - | 354291 | 9.9% | |
| 2 | 354291 | 9.9% | |
| 0 | 354291 | 9.9% | |
| 1 | 354291 | 9.9% | |
| 6 | 354291 | 9.9% | |
| F | 311462 | 8.7% | |
| e | 311462 | 8.7% | |
| b | 311462 | 8.7% | |
| a | 287516 | 8.1% | |
| J | 42801 | 1.2% | |
| M | 28 | < 0.1% | |
| r | 28 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 1442643 | 40.4% | |
| Decimal Number | 1417164 | 39.7% | |
| Uppercase Letter | 354291 | 9.9% | |
| Dash Punctuation | 354291 | 9.9% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 532175 | 36.9% | |
| e | 311462 | 21.6% | |
| b | 311462 | 21.6% | |
| a | 287516 | 19.9% | |
| r | 28 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 311462 | 87.9% | |
| J | 42801 | 12.1% | |
| M | 28 | < 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 354291 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 354291 | 25.0% | |
| 0 | 354291 | 25.0% | |
| 1 | 354291 | 25.0% | |
| 6 | 354291 | 25.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1796934 | 50.4% | |
| Common | 1771455 | 49.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 532175 | 29.6% | |
| F | 311462 | 17.3% | |
| e | 311462 | 17.3% | |
| b | 311462 | 17.3% | |
| a | 287516 | 16.0% | |
| J | 42801 | 2.4% | |
| M | 28 | < 0.1% | |
| r | 28 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| - | 354291 | 20.0% | |
| 2 | 354291 | 20.0% | |
| 0 | 354291 | 20.0% | |
| 1 | 354291 | 20.0% | |
| 6 | 354291 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3568389 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 532175 | 14.9% | |
| - | 354291 | 9.9% | |
| 2 | 354291 | 9.9% | |
| 0 | 354291 | 9.9% | |
| 1 | 354291 | 9.9% | |
| 6 | 354291 | 9.9% | |
| F | 311462 | 8.7% | |
| e | 311462 | 8.7% | |
| b | 311462 | 8.7% | |
| a | 287516 | 8.1% | |
| J | 42801 | 1.2% | |
| M | 28 | < 0.1% | |
| r | 28 | < 0.1% |
| Distinct count | 102 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 43 |
| Missing (%) | < 0.1% |
| Memory size | 4.6 MiB |
| Jan-2016 | |
|---|---|
| Dec-2015 | 16765 |
| Nov-2015 | 9902 |
| Sep-2015 | 9258 |
| Oct-2015 | 9241 |
| Other values (97) |
| Value | Count | Frequency (%) | |
| Jan-2016 | 451313 | 75.3% | |
| Dec-2015 | 16765 | 2.8% | |
| Nov-2015 | 9902 | 1.7% | |
| Sep-2015 | 9258 | 1.5% | |
| Oct-2015 | 9241 | 1.5% | |
| Jul-2015 | 8234 | 1.4% | |
| Aug-2015 | 7459 | 1.2% | |
| Jun-2015 | 6904 | 1.2% | |
| Apr-2015 | 6126 | 1.0% | |
| May-2015 | 5863 | 1.0% | |
| Mar-2015 | 5752 | 1.0% | |
| Jan-2015 | 5228 | 0.9% | |
| Feb-2015 | 4992 | 0.8% | |
| Dec-2014 | 3681 | 0.6% | |
| Oct-2014 | 3343 | 0.6% | |
| Nov-2014 | 3157 | 0.5% | |
| Sep-2014 | 2934 | 0.5% | |
| Aug-2014 | 2797 | 0.5% | |
| Jul-2014 | 2756 | 0.5% | |
| May-2014 | 2279 | 0.4% | |
| Jun-2014 | 2225 | 0.4% | |
| Mar-2014 | 2191 | 0.4% | |
| Apr-2014 | 2164 | 0.4% | |
| Feb-2014 | 1907 | 0.3% | |
| Jan-2014 | 1773 | 0.3% | |
| Other values (77) | 20691 | 3.5% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.999641055 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 603984 | 12.6% | |
| 1 | 600900 | 12.5% | |
| 0 | 600115 | 12.5% | |
| - | 598935 | 12.5% | |
| J | 482045 | 10.1% | |
| a | 478252 | 10.0% | |
| n | 469484 | 9.8% | |
| 6 | 451313 | 9.4% | |
| 5 | 95724 | 2.0% | |
| e | 45759 | 1.0% | |
| c | 37428 | 0.8% | |
| u | 35360 | 0.7% | |
| 4 | 31207 | 0.7% | |
| p | 23672 | 0.5% | |
| D | 22805 | 0.5% | |
| A | 21798 | 0.5% | |
| M | 19383 | 0.4% | |
| r | 19301 | 0.4% | |
| N | 15327 | 0.3% | |
| o | 15327 | 0.3% | |
| v | 15327 | 0.3% | |
| O | 14623 | 0.3% | |
| t | 14623 | 0.3% | |
| S | 14015 | 0.3% | |
| l | 12647 | 0.3% | |
| Other values (8) | 52255 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2395740 | 50.0% | |
| Lowercase Letter | 1197999 | 25.0% | |
| Uppercase Letter | 598935 | 12.5% | |
| Dash Punctuation | 598935 | 12.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 482045 | 80.5% | |
| D | 22805 | 3.8% | |
| A | 21798 | 3.6% | |
| M | 19383 | 3.2% | |
| N | 15327 | 2.6% | |
| O | 14623 | 2.4% | |
| S | 14015 | 2.3% | |
| F | 8939 | 1.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 478252 | 39.9% | |
| n | 469484 | 39.2% | |
| e | 45759 | 3.8% | |
| c | 37428 | 3.1% | |
| u | 35360 | 3.0% | |
| p | 23672 | 2.0% | |
| r | 19301 | 1.6% | |
| o | 15327 | 1.3% | |
| v | 15327 | 1.3% | |
| t | 14623 | 1.2% | |
| l | 12647 | 1.1% | |
| g | 12141 | 1.0% | |
| y | 9739 | 0.8% | |
| b | 8939 | 0.7% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 598935 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 603984 | 25.2% | |
| 1 | 600900 | 25.1% | |
| 0 | 600115 | 25.0% | |
| 6 | 451313 | 18.8% | |
| 5 | 95724 | 4.0% | |
| 4 | 31207 | 1.3% | |
| 3 | 12185 | 0.5% | |
| 9 | 235 | < 0.1% | |
| 8 | 41 | < 0.1% | |
| 7 | 36 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2994675 | 62.5% | |
| Latin | 1796934 | 37.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| J | 482045 | 26.8% | |
| a | 478252 | 26.6% | |
| n | 469484 | 26.1% | |
| e | 45759 | 2.5% | |
| c | 37428 | 2.1% | |
| u | 35360 | 2.0% | |
| p | 23672 | 1.3% | |
| D | 22805 | 1.3% | |
| A | 21798 | 1.2% | |
| M | 19383 | 1.1% | |
| r | 19301 | 1.1% | |
| N | 15327 | 0.9% | |
| o | 15327 | 0.9% | |
| v | 15327 | 0.9% | |
| O | 14623 | 0.8% | |
| t | 14623 | 0.8% | |
| S | 14015 | 0.8% | |
| l | 12647 | 0.7% | |
| g | 12141 | 0.7% | |
| y | 9739 | 0.5% | |
| F | 8939 | 0.5% | |
| b | 8939 | 0.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 603984 | 20.2% | |
| 1 | 600900 | 20.1% | |
| 0 | 600115 | 20.0% | |
| - | 598935 | 20.0% | |
| 6 | 451313 | 15.1% | |
| 5 | 95724 | 3.2% | |
| 4 | 31207 | 1.0% | |
| 3 | 12185 | 0.4% | |
| 9 | 235 | < 0.1% | |
| 8 | 41 | < 0.1% | |
| 7 | 36 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4791609 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 603984 | 12.6% | |
| 1 | 600900 | 12.5% | |
| 0 | 600115 | 12.5% | |
| - | 598935 | 12.5% | |
| J | 482045 | 10.1% | |
| a | 478252 | 10.0% | |
| n | 469484 | 9.8% | |
| 6 | 451313 | 9.4% | |
| 5 | 95724 | 2.0% | |
| e | 45759 | 1.0% | |
| c | 37428 | 0.8% | |
| u | 35360 | 0.7% | |
| 4 | 31207 | 0.7% | |
| p | 23672 | 0.5% | |
| D | 22805 | 0.5% | |
| A | 21798 | 0.5% | |
| M | 19383 | 0.4% | |
| r | 19301 | 0.4% | |
| N | 15327 | 0.3% | |
| o | 15327 | 0.3% | |
| v | 15327 | 0.3% | |
| O | 14623 | 0.3% | |
| t | 14623 | 0.3% | |
| S | 14015 | 0.3% | |
| l | 12647 | 0.3% | |
| Other values (8) | 52255 | 1.1% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 56 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011255221881981293 |
|---|---|
| Minimum | 0.0 |
| Maximum | 20.0 |
| Zeros | 592719 |
| Zeros (%) | 99.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1199350472 |
|---|---|
| Coefficient of variation (CV) | 10.65594695 |
| Kurtosis | 2274.617719 |
| Mean | 0.01125522188 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.52184047 |
| Sum | 6741 |
| Variance | 0.01438441556 |
| Value | Count | Frequency (%) | |
| 0 | 592719 | 99.0% | |
| 1 | 5772 | 1.0% | |
| 2 | 380 | 0.1% | |
| 3 | 37 | < 0.1% | |
| 4 | 8 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| (Missing) | 56 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 592719 | 99.0% | |
| 1 | 5772 | 1.0% | |
| 2 | 380 | 0.1% | |
| 3 | 37 | < 0.1% | |
| 4 | 8 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 8 | < 0.1% | |
| 3 | 37 | < 0.1% | |
| 2 | 380 | 0.1% | |
| 1 | 5772 | 1.0% | |
| 0 | 592719 | 99.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 598978 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| INDIVIDUAL |
|---|
| Value | Count | Frequency (%) | |
| INDIVIDUAL | 598978 | 100.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| I | 1796934 | 30.0% | |
| D | 1197956 | 20.0% | |
| N | 598978 | 10.0% | |
| V | 598978 | 10.0% | |
| U | 598978 | 10.0% | |
| A | 598978 | 10.0% | |
| L | 598978 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 5989780 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 1796934 | 30.0% | |
| D | 1197956 | 20.0% | |
| N | 598978 | 10.0% | |
| V | 598978 | 10.0% | |
| U | 598978 | 10.0% | |
| A | 598978 | 10.0% | |
| L | 598978 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 5989780 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| I | 1796934 | 30.0% | |
| D | 1197956 | 20.0% | |
| N | 598978 | 10.0% | |
| V | 598978 | 10.0% | |
| U | 598978 | 10.0% | |
| A | 598978 | 10.0% | |
| L | 598978 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 5989780 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| I | 1796934 | 30.0% | |
| D | 1197956 | 20.0% | |
| N | 598978 | 10.0% | |
| V | 598978 | 10.0% | |
| U | 598978 | 10.0% | |
| A | 598978 | 10.0% | |
| L | 598978 | 10.0% |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004624543806283369 |
|---|---|
| Minimum | 0.0 |
| Maximum | 14.0 |
| Zeros | 596424 |
| Zeros (%) | 99.6% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07595054503 |
|---|---|
| Coefficient of variation (CV) | 16.42335941 |
| Kurtosis | 2411.002856 |
| Mean | 0.004624543806 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.43505937 |
| Sum | 2770 |
| Variance | 0.00576848529 |
| Value | Count | Frequency (%) | |
| 0 | 596424 | 99.6% | |
| 1 | 2389 | 0.4% | |
| 2 | 136 | < 0.1% | |
| 3 | 21 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 596424 | 99.6% | |
| 1 | 2389 | 0.4% | |
| 2 | 136 | < 0.1% | |
| 3 | 21 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 4 | 4 | < 0.1% | |
| 3 | 21 | < 0.1% | |
| 2 | 136 | < 0.1% | |
| 1 | 2389 | 0.4% | |
| 0 | 596424 | 99.6% |
| Distinct count | 7905 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 67313 |
| Missing (%) | 11.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 208.92734146502028 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9152545.0 |
| Zeros | 461105 |
| Zeros (%) | 77.0% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 538 |
| Maximum | 9152545 |
| Range | 9152545 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12684.39642 |
|---|---|
| Coefficient of variation (CV) | 60.7119984 |
| Kurtosis | 509821.5775 |
| Mean | 208.9273415 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 706.75678 |
| Sum | 111079355 |
| Variance | 160893912.6 |
| Value | Count | Frequency (%) | |
| 0 | 461105 | 77.0% | |
| 50 | 1142 | 0.2% | |
| 100 | 865 | 0.1% | |
| 75 | 679 | 0.1% | |
| 60 | 440 | 0.1% | |
| 200 | 428 | 0.1% | |
| 150 | 412 | 0.1% | |
| 80 | 384 | 0.1% | |
| 70 | 383 | 0.1% | |
| 55 | 356 | 0.1% | |
| 90 | 327 | 0.1% | |
| 65 | 320 | 0.1% | |
| 85 | 294 | < 0.1% | |
| 250 | 271 | < 0.1% | |
| 54 | 248 | < 0.1% | |
| 53 | 248 | < 0.1% | |
| 66 | 245 | < 0.1% | |
| 71 | 243 | < 0.1% | |
| 58 | 242 | < 0.1% | |
| 79 | 232 | < 0.1% | |
| 95 | 230 | < 0.1% | |
| 81 | 227 | < 0.1% | |
| 86 | 224 | < 0.1% | |
| 78 | 223 | < 0.1% | |
| 52 | 223 | < 0.1% | |
| Other values (7880) | 61674 | 10.3% | |
| (Missing) | 67313 | 11.2% |
| Value | Count | Frequency (%) | |
| 0 | 461105 | 77.0% | |
| 3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 10 | 8 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9152545 | 1 | < 0.1% | |
| 496651 | 1 | < 0.1% | |
| 296368 | 1 | < 0.1% | |
| 143558 | 1 | < 0.1% | |
| 126297 | 1 | < 0.1% | |
| 124825 | 1 | < 0.1% | |
| 119428 | 2 | < 0.1% | |
| 113384 | 1 | < 0.1% | |
| 112720 | 1 | < 0.1% | |
| 103846 | 1 | < 0.1% |
| Distinct count | 262021 |
|---|---|
| Unique (%) | 49.3% |
| Missing | 67313 |
| Missing (%) | 11.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138990.46044971928 |
|---|---|
| Minimum | 0.0 |
| Maximum | 8000078.0 |
| Zeros | 96 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8971 |
| Q1 | 29197 |
| median | 80986 |
| Q3 | 208402 |
| 95-th percentile | 421582 |
| Maximum | 8000078 |
| Range | 8000078 |
| Interquartile range (IQR) | 179205 |
Descriptive statistics
| Standard deviation | 152554.3923 |
|---|---|
| Coefficient of variation (CV) | 1.097588941 |
| Kurtosis | 32.67024459 |
| Mean | 138990.4604 |
| Median Absolute Deviation (MAD) | 64093 |
| Skewness | 2.90824952 |
| Sum | 7.389636316e+10 |
| Variance | 2.327284261e+10 |
| Value | Count | Frequency (%) | |
| 0 | 96 | < 0.1% | |
| 19820 | 18 | < 0.1% | |
| 14186 | 17 | < 0.1% | |
| 12843 | 17 | < 0.1% | |
| 23254 | 16 | < 0.1% | |
| 12233 | 15 | < 0.1% | |
| 31770 | 15 | < 0.1% | |
| 27316 | 15 | < 0.1% | |
| 30491 | 15 | < 0.1% | |
| 18583 | 15 | < 0.1% | |
| 28674 | 14 | < 0.1% | |
| 16060 | 14 | < 0.1% | |
| 26475 | 14 | < 0.1% | |
| 11308 | 14 | < 0.1% | |
| 22396 | 14 | < 0.1% | |
| 17477 | 14 | < 0.1% | |
| 19998 | 14 | < 0.1% | |
| 34574 | 14 | < 0.1% | |
| 31416 | 14 | < 0.1% | |
| 12213 | 14 | < 0.1% | |
| 38444 | 14 | < 0.1% | |
| 20142 | 14 | < 0.1% | |
| 20699 | 14 | < 0.1% | |
| 14791 | 14 | < 0.1% | |
| 15779 | 14 | < 0.1% | |
| Other values (261996) | 531216 | 88.7% | |
| (Missing) | 67313 | 11.2% |
| Value | Count | Frequency (%) | |
| 0 | 96 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8000078 | 1 | < 0.1% | |
| 4772549 | 1 | < 0.1% | |
| 4026405 | 1 | < 0.1% | |
| 3881449 | 1 | < 0.1% | |
| 3840795 | 1 | < 0.1% | |
| 3610743 | 1 | < 0.1% | |
| 3471522 | 1 | < 0.1% | |
| 3437283 | 1 | < 0.1% | |
| 3370799 | 1 | < 0.1% | |
| 3292113 | 1 | < 0.1% |
| Distinct count | 16327 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 67313 |
| Missing (%) | 11.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31110.61705773372 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9999999.0 |
| Zeros | 190 |
| Zeros (%) | < 0.1% |
| Memory size | 4.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6000 |
| Q1 | 13700 |
| median | 23200 |
| Q3 | 38700 |
| 95-th percentile | 79500 |
| Maximum | 9999999 |
| Range | 9999999 |
| Interquartile range (IQR) | 25000 |
Descriptive statistics
| Standard deviation | 36383.26333 |
|---|---|
| Coefficient of variation (CV) | 1.169480607 |
| Kurtosis | 21281.01381 |
| Mean | 31110.61706 |
| Median Absolute Deviation (MAD) | 11300 |
| Skewness | 81.5153322 |
| Sum | 1.654042622e+10 |
| Variance | 1323741851 |
| Value | Count | Frequency (%) | |
| 15000 | 1788 | 0.3% | |
| 12000 | 1737 | 0.3% | |
| 14500 | 1734 | 0.3% | |
| 10000 | 1728 | 0.3% | |
| 13500 | 1726 | 0.3% | |
| 12500 | 1698 | 0.3% | |
| 16500 | 1696 | 0.3% | |
| 13000 | 1689 | 0.3% | |
| 9000 | 1668 | 0.3% | |
| 11000 | 1667 | 0.3% | |
| 10500 | 1656 | 0.3% | |
| 14000 | 1654 | 0.3% | |
| 16000 | 1652 | 0.3% | |
| 11500 | 1643 | 0.3% | |
| 15500 | 1615 | 0.3% | |
| 17000 | 1602 | 0.3% | |
| 8500 | 1593 | 0.3% | |
| 17500 | 1579 | 0.3% | |
| 14800 | 1569 | 0.3% | |
| 8000 | 1568 | 0.3% | |
| 9500 | 1556 | 0.3% | |
| 13800 | 1553 | 0.3% | |
| 12800 | 1540 | 0.3% | |
| 16300 | 1526 | 0.3% | |
| 18500 | 1519 | 0.3% | |
| Other values (16302) | 490709 | 81.9% | |
| (Missing) | 67313 | 11.2% |
| Value | Count | Frequency (%) | |
| 0 | 190 | < 0.1% | |
| 100 | 8 | < 0.1% | |
| 200 | 5 | < 0.1% | |
| 300 | 38 | < 0.1% | |
| 400 | 21 | < 0.1% | |
| 500 | 113 | < 0.1% | |
| 600 | 31 | < 0.1% | |
| 605 | 1 | < 0.1% | |
| 629 | 1 | < 0.1% | |
| 696 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999999 | 2 | < 0.1% | |
| 2013133 | 1 | < 0.1% | |
| 1998700 | 1 | < 0.1% | |
| 1508600 | 1 | < 0.1% | |
| 1314900 | 1 | < 0.1% | |
| 1127900 | 1 | < 0.1% | |
| 1119200 | 1 | < 0.1% | |
| 1090700 | 1 | < 0.1% | |
| 1060800 | 1 | < 0.1% | |
| 1058000 | 1 | < 0.1% |
default_ind
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 MiB |
| 0 | |
|---|---|
| 1 | 46156 |
| Value | Count | Frequency (%) | |
| 0 | 552822 | 92.3% | |
| 1 | 46156 | 7.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | pymnt_plan | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | collections_12_mths_ex_med | policy_code | application_type | acc_now_delinq | tot_coll_amt | tot_cur_bal | total_rev_hi_lim | default_ind | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 5000.0 | 5000.0 | 4975.0 | 36 months | 10.65 | 162.87 | B | B2 | NaN | 10+ years | RENT | 24000.0 | Verified | Dec-2011 | n | credit_card | Computer | 860xx | AZ | 27.65 | 0.0 | Jan-1985 | 1.0 | 3.0 | 0.0 | 13648.0 | 83.7 | 9.0 | f | 0.00 | 0.00 | 5861.071414 | 5831.78 | 5000.00 | 861.07 | 0.00 | 0.00 | 0.00 | Jan-2015 | 171.62 | NaN | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 1 | 1 | 2500.0 | 2500.0 | 2500.0 | 60 months | 15.27 | 59.83 | C | C4 | Ryder | < 1 year | RENT | 30000.0 | Source Verified | Dec-2011 | n | car | bike | 309xx | GA | 1.00 | 0.0 | Apr-1999 | 5.0 | 3.0 | 0.0 | 1687.0 | 9.4 | 4.0 | f | 0.00 | 0.00 | 1008.710000 | 1008.71 | 456.46 | 435.17 | 0.00 | 117.08 | 1.11 | Apr-2013 | 119.66 | NaN | Sep-2013 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 1 |
| 2 | 2 | 2400.0 | 2400.0 | 2400.0 | 36 months | 15.96 | 84.33 | C | C5 | NaN | 10+ years | RENT | 12252.0 | Not Verified | Dec-2011 | n | small_business | real estate business | 606xx | IL | 8.72 | 0.0 | Nov-2001 | 2.0 | 2.0 | 0.0 | 2956.0 | 98.5 | 10.0 | f | 0.00 | 0.00 | 3003.653644 | 3003.65 | 2400.00 | 603.65 | 0.00 | 0.00 | 0.00 | Jun-2014 | 649.91 | NaN | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 3 | 3 | 10000.0 | 10000.0 | 10000.0 | 36 months | 13.49 | 339.31 | C | C1 | AIR RESOURCES BOARD | 10+ years | RENT | 49200.0 | Source Verified | Dec-2011 | n | other | personel | 917xx | CA | 20.00 | 0.0 | Feb-1996 | 1.0 | 10.0 | 0.0 | 5598.0 | 21.0 | 37.0 | f | 0.00 | 0.00 | 12226.302212 | 12226.30 | 10000.00 | 2209.33 | 16.97 | 0.00 | 0.00 | Jan-2015 | 357.48 | NaN | Jan-2015 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 4 | 4 | 3000.0 | 3000.0 | 3000.0 | 60 months | 12.69 | 67.79 | B | B5 | University Medical Group | 1 year | RENT | 80000.0 | Source Verified | Dec-2011 | n | other | Personal | 972xx | OR | 17.94 | 0.0 | Jan-1996 | 0.0 | 15.0 | 0.0 | 27783.0 | 53.9 | 38.0 | f | 766.90 | 766.90 | 3242.170000 | 3242.17 | 2233.10 | 1009.07 | 0.00 | 0.00 | 0.00 | Jan-2016 | 67.79 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 5 | 5 | 5000.0 | 5000.0 | 5000.0 | 36 months | 7.90 | 156.46 | A | A4 | Veolia Transportaton | 3 years | RENT | 36000.0 | Source Verified | Dec-2011 | n | wedding | My wedding loan I promise to pay back | 852xx | AZ | 11.20 | 0.0 | Nov-2004 | 3.0 | 9.0 | 0.0 | 7963.0 | 28.3 | 12.0 | f | 0.00 | 0.00 | 5631.377753 | 5631.38 | 5000.00 | 631.38 | 0.00 | 0.00 | 0.00 | Jan-2015 | 161.03 | NaN | Sep-2015 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 6 | 6 | 7000.0 | 7000.0 | 7000.0 | 60 months | 15.96 | 170.08 | C | C5 | Southern Star Photography | 8 years | RENT | 47004.0 | Not Verified | Dec-2011 | n | debt_consolidation | Loan | 280xx | NC | 23.51 | 0.0 | Jul-2005 | 1.0 | 7.0 | 0.0 | 17726.0 | 85.6 | 11.0 | f | 1889.15 | 1889.15 | 8136.840000 | 8136.84 | 5110.85 | 3025.99 | 0.00 | 0.00 | 0.00 | Jan-2016 | 170.08 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 7 | 7 | 3000.0 | 3000.0 | 3000.0 | 36 months | 18.64 | 109.43 | E | E1 | MKC Accounting | 9 years | RENT | 48000.0 | Source Verified | Dec-2011 | n | car | Car Downpayment | 900xx | CA | 5.35 | 0.0 | Jan-2007 | 2.0 | 4.0 | 0.0 | 8221.0 | 87.5 | 4.0 | f | 0.00 | 0.00 | 3938.144334 | 3938.14 | 3000.00 | 938.14 | 0.00 | 0.00 | 0.00 | Jan-2015 | 111.34 | NaN | Dec-2014 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 0 |
| 8 | 8 | 5600.0 | 5600.0 | 5600.0 | 60 months | 21.28 | 152.39 | F | F2 | NaN | 4 years | OWN | 40000.0 | Source Verified | Dec-2011 | n | small_business | Expand Business & Buy Debt Portfolio | 958xx | CA | 5.55 | 0.0 | Apr-2004 | 2.0 | 11.0 | 0.0 | 5210.0 | 32.6 | 13.0 | f | 0.00 | 0.00 | 646.020000 | 646.02 | 162.02 | 294.94 | 0.00 | 189.06 | 2.09 | Apr-2012 | 152.39 | NaN | Aug-2012 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 1 |
| 9 | 9 | 5375.0 | 5375.0 | 5350.0 | 60 months | 12.69 | 121.45 | B | B5 | Starbucks | < 1 year | RENT | 15000.0 | Verified | Dec-2011 | n | other | Building my credit history. | 774xx | TX | 18.08 | 0.0 | Sep-2004 | 0.0 | 2.0 | 0.0 | 9279.0 | 36.5 | 3.0 | f | 0.00 | 0.00 | 1476.190000 | 1469.34 | 673.48 | 533.42 | 0.00 | 269.29 | 2.52 | Nov-2012 | 121.45 | NaN | Mar-2013 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | NaN | NaN | NaN | 1 |
Last rows
| df_index | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | pymnt_plan | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | collections_12_mths_ex_med | policy_code | application_type | acc_now_delinq | tot_coll_amt | tot_cur_bal | total_rev_hi_lim | default_ind | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 598968 | 855959 | 4000.0 | 4000.0 | 4000.0 | 36 months | 8.67 | 126.59 | B | B1 | Lead Custodian | 10+ years | MORTGAGE | 50000.0 | Verified | Jan-2015 | n | car | Car financing | 956xx | CA | 12.63 | 0.0 | Sep-2002 | 0.0 | 11.0 | 1.0 | 1700.0 | 5.6 | 30.0 | f | 0.00 | 0.00 | 4158.02 | 4158.02 | 4000.00 | 158.02 | 0.0 | 0.0 | 0.0 | Jun-2015 | 3655.51 | NaN | Nov-2015 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 18979.0 | 30100.0 | 0 |
| 598969 | 855960 | 7500.0 | 7500.0 | 7500.0 | 36 months | 9.49 | 240.22 | B | B2 | Owner | 8 years | RENT | 40000.0 | Verified | Jan-2015 | n | debt_consolidation | Debt consolidation | 531xx | WI | 25.63 | 0.0 | Aug-1994 | 0.0 | 10.0 | 1.0 | 6361.0 | 43.9 | 29.0 | f | 5232.15 | 5232.15 | 2874.73 | 2874.73 | 2267.85 | 606.88 | 0.0 | 0.0 | 0.0 | Jan-2016 | 240.22 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 3174.0 | 18611.0 | 14500.0 | 0 |
| 598970 | 855961 | 10850.0 | 10850.0 | 10850.0 | 36 months | 19.24 | 399.04 | E | E2 | NaN | NaN | OWN | 32000.0 | Verified | Jan-2015 | n | debt_consolidation | Debt consolidation | 430xx | OH | 29.44 | 0.0 | Jun-2002 | 1.0 | 9.0 | 0.0 | 6987.0 | 41.6 | 20.0 | f | 0.00 | 0.00 | 2396.05 | 2396.05 | 1405.77 | 990.28 | 0.0 | 0.0 | 0.0 | Aug-2015 | 25.00 | NaN | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 972.0 | 53777.0 | 16800.0 | 1 |
| 598971 | 855962 | 12000.0 | 12000.0 | 12000.0 | 36 months | 11.99 | 398.52 | B | B5 | KYC Business Analyst | < 1 year | MORTGAGE | 63000.0 | Verified | Jan-2015 | n | credit_card | Credit card refinancing | 432xx | OH | 23.69 | 1.0 | Jun-1995 | 0.0 | 13.0 | 0.0 | 21110.0 | 69.7 | 61.0 | f | 8466.56 | 8466.56 | 4766.25 | 4766.25 | 3533.44 | 1232.81 | 0.0 | 0.0 | 0.0 | Jan-2016 | 398.52 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 237002.0 | 30300.0 | 0 |
| 598972 | 855963 | 11575.0 | 11575.0 | 11575.0 | 36 months | 15.59 | 404.61 | D | D1 | Manager | 10+ years | RENT | 25400.0 | Verified | Jan-2015 | n | credit_card | Credit card refinancing | 791xx | TX | 27.08 | 0.0 | Jul-1999 | 0.0 | 9.0 | 0.0 | 18266.0 | 65.0 | 18.0 | f | 8296.52 | 8296.52 | 4863.33 | 4863.33 | 3278.48 | 1584.85 | 0.0 | 0.0 | 0.0 | Jan-2016 | 404.61 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 19798.0 | 28100.0 | 0 |
| 598973 | 855964 | 10000.0 | 10000.0 | 10000.0 | 36 months | 11.99 | 332.10 | B | B5 | Office Assistant | 8 years | RENT | 31000.0 | Verified | Jan-2015 | n | debt_consolidation | Debt consolidation | 905xx | CA | 28.69 | 0.0 | Sep-2004 | 0.0 | 9.0 | 1.0 | 14037.0 | 82.1 | 15.0 | f | 7055.47 | 7055.47 | 3971.88 | 3971.88 | 2944.53 | 1027.35 | 0.0 | 0.0 | 0.0 | Jan-2016 | 332.10 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 25274.0 | 17100.0 | 0 |
| 598974 | 855965 | 24000.0 | 24000.0 | 24000.0 | 36 months | 11.99 | 797.03 | B | B5 | Director of Maintenance | 10+ years | MORTGAGE | 79000.0 | Verified | Jan-2015 | n | home_improvement | Home improvement | 072xx | NJ | 3.90 | 0.0 | Mar-1974 | 1.0 | 5.0 | 0.0 | 8621.0 | 84.5 | 23.0 | f | 16933.26 | 16933.26 | 9532.39 | 9532.39 | 7066.74 | 2465.65 | 0.0 | 0.0 | 0.0 | Jan-2016 | 797.03 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 140285.0 | 10200.0 | 0 |
| 598975 | 855966 | 13000.0 | 13000.0 | 13000.0 | 60 months | 15.99 | 316.07 | D | D2 | Radiologist Technologist | 5 years | RENT | 35000.0 | Verified | Jan-2015 | n | debt_consolidation | Debt consolidation | 378xx | TN | 30.90 | 0.0 | Sep-2003 | 0.0 | 9.0 | 1.0 | 11031.0 | 61.3 | 22.0 | w | 11155.50 | 11155.50 | 3769.74 | 3769.74 | 1844.50 | 1925.24 | 0.0 | 0.0 | 0.0 | Jan-2016 | 316.07 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 34178.0 | 18000.0 | 0 |
| 598976 | 855967 | 12000.0 | 12000.0 | 12000.0 | 60 months | 19.99 | 317.86 | E | E3 | Painter | 1 year | RENT | 64400.0 | Source Verified | Jan-2015 | n | debt_consolidation | Debt consolidation | 010xx | MA | 27.19 | 1.0 | Oct-2003 | 2.0 | 17.0 | 0.0 | 8254.0 | 30.6 | 20.0 | w | 10447.31 | 10447.31 | 3787.67 | 3787.67 | 1552.69 | 2234.98 | 0.0 | 0.0 | 0.0 | Jan-2016 | 317.86 | Feb-2016 | Jan-2016 | 1.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 58418.0 | 27000.0 | 0 |
| 598977 | 855968 | 20000.0 | 20000.0 | 20000.0 | 36 months | 11.99 | 664.20 | B | B5 | Manager Hotel Operations Oasis | 10+ years | RENT | 100000.0 | Verified | Jan-2015 | n | credit_card | Credit card refinancing | 331xx | FL | 10.83 | 0.0 | Dec-2001 | 1.0 | 8.0 | 1.0 | 33266.0 | 79.8 | 10.0 | f | 14110.94 | 14110.94 | 7943.76 | 7943.76 | 5889.06 | 2054.70 | 0.0 | 0.0 | 0.0 | Jan-2016 | 664.20 | Feb-2016 | Jan-2016 | 0.0 | 1.0 | INDIVIDUAL | 0.0 | 0.0 | 33307.0 | 41700.0 | 0 |